Volume 27, Number 12, December 2018
Multi-Resolution Compressive Spectral Imaging Reconstruction From Single Pixel Measurements.

Hans Garcia Claudia V. Correa P. Henry Arguello

Efficient Correlation Tracking via Center-Biased Spatial Regularization.

Yun Zhou Jianghong Han Fan Yang Kaihua Zhang Richang Hong

Jointly Sparse Hashing for Image Retrieval.

Zhihui Lai Yudong Chen Jian Wu Wai Keung Wong Fumin Shen

Quality-of-Experience for Adaptive Streaming Videos: An Expectation Confirmation Theory Motivated Approach.

Zhengfang Duanmu Kede Ma Zhou Wang

Assessing Image Retrieval Quality at the First Glance.

Shaoyan Sun Wengang Zhou Qi Tian Ming Yang Houqiang Li

Image Provenance Analysis at Scale.

Aparna Bharati Joel Brogan Allan da Silva Pinto Michael Parowski Kevin W. Bowyer Patrick J. Flynn Anderson Rocha Walter J. Scheirer

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.

Zhibo Yang Huanle Xu Jianyuan Deng Chen Change Loy Wing Cheong Lau

Chaotic Sensing.

Shekhar S. Chandra Gary Ruben Jin Jin Mingyan Li Andrew Kingston Imants D. Svalbe Stuart Crozier

Backtracking Spatial Pyramid Pooling-Based Image Classifier for Weakly Supervised Top-Down Salient Object Detection.

Hisham Cholakkal Jubin Johnson Deepu Rajan

Full-Reference Stability Assessment of Digital Video Stabilization Based on Riemannian Metric.

Lei Zhang Qing-Zhuo Zheng Hong-Kang Liu Hua Huang

Modeling the Perceptual Quality of Immersive Images Rendered on Head Mounted Displays: Resolution and Compression.

Mingkai Huang Qiu Shen Zhan Ma Alan Conrad Bovik Praful Gupta Rongbing Zhou Xun Cao

A Deep Multi-Modal CNN for Multi-Instance Multi-Label Image Classification.

Lingyun Song Jun Liu Buyue Qian Mingxuan Sun Kuan Yang Meng Sun Samar Abbas

Efficient and Robust Direct Image Registration Based on Joint Geometric and Photometric Lie Algebra.

Chenxi Li Zelin Shi Yunpeng Liu Tianci Liu Lingyun Xu

Deep Discrete Supervised Hashing.

Qing-Yuan Jiang Xue Cui Wu-Jun Li

An Efficient and Robust Framework for SAR Target Recognition by Hierarchically Fusing Global and Local Features.

BaiYuan Ding Gongjian Wen CongHui Ma Xiaoliang Yang

Exploiting Clustering Manifold Structure for Hyperspectral Imagery Super-Resolution.

Lei Zhang Wei Wei Chengcheng Bai Yifan Gao Yanning Zhang

Inductive Multi-Hypergraph Learning and Its Application on View-Based 3D Object Classification.

Zizhao Zhang Haojie Lin Xibin Zhao Rongrong Ji Yue Gao

Metric Driven Classification: A Non-Parametric Approach Based on the Henze-Penrose Test Statistic.

Sally Ghanem Hamid Krim Hamilton Scott Clouse Wesam A. Sakla

3D Active Vessel Tracking Using an Elliptical Prior.

Jiwoo Kang Suwoong Heo Woo Jin Hyung Joon Seok Lim Sanghoon Lee

Hierarchical Extended Bilateral Motion Estimation-Based Frame Rate Upconversion Using Learning-Based Linear Mapping.

Sung-Jun Yoon Hyun-Ho Kim Munchurl Kim

Single Image Super-Resolution via Multiple Mixture Prior Models.

Yuanfei Huang Jie Li Xinbo Gao Lihuo He Wen Lu

Estimating Depth-Salient Edges and Its Application to Stereoscopic Image Quality Assessment.

Sameeulla Khan Md Sumohana S. Channappayya

Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization.

Dehui Xiang Haihong Tian Xiaoling Yang Fei Shi Weifang Zhu Haoyu Chen Xinjian Chen

Co-Salient Object Detection Based on Deep Saliency Networks and Seed Propagation Over an Integrated Graph.

Dong-ju Jeong Insung Hwang Nam Ik Cho

BiggerSelfie: Selfie Video Expansion With Hand-Held Camera.

Miao Wang Ariel Shamir Guo-Ye Yang Jin-Kun Lin Shao-Ping Lu Shi-Min Hu

Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks.

Zi-yi Liu Le Wang Gang Hua Qilin Zhang Zhenxing Niu Ying Wu Nanning Zheng

Learning to Segment Object Candidates via Recursive Neural Networks.

Tianshui Chen Liang Lin Xian Wu Nong Xiao Xiaonan Luo

Generative Model With Coordinate Metric Learning for Object Recognition Based on 3D Models.

Yida Wang Weihong Deng

STAR: A Segmentation-Based Approximation of Point-Based Sampling Milano Retinex for Color Image Enhancement.

Michela Lecca

Image Retargeting via Beltrami Representation.

Chun Pong Lau Chun Pang Yung Lok Ming Lui

Binary Codification Design for Compressive Imaging by Uniform Sensing.

Yuri Mejia Henry Arguello

Contour-Seed Pairs Learning-Based Framework for Simultaneously Detecting and Segmenting Various Overlapping Cells/Nuclei in Microscopy Images.

Jie Song Liang Xiao Zhichao Lian

Image Stacks as Parametric Surfaces: Application to Image Registration.

Birmingham H. Guan Anand Rangarajan

Weighted Large Margin Nearest Center Distance-Based Human Depth Recovery With Limited Bandwidth Consumption.

Meiyu Huang Xueshuang Xiang Yiqiang Chen Da Fan


Volume 27, Number 11, November 2018
Class-Aware Fully Convolutional Gaussian and Poisson Denoising.

Tal Remez Or Litany Raja Giryes Alexander M. Bronstein

Adaptive Effective Wiener Filter- and Regression-Based Upsampling for Asymmetric Resolution Stereoscopic Video Coding.

Kuo-Liang Chung Shin-Bei Tsai Yu-Ling Tseng Chi-Chao Huang

Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics.

Xiaoke Zhu Xiao-Yuan Jing Xinge You Xinyu Zhang Taiping Zhang

Discriminant Analysis via Joint Euler Transform and ℓ2, 1-Norm.

Shuangli Liao Quanxue Gao Zhaohua Yang Fang Chen Feiping Nie Jungong Han

A Unified Approach for Conventional Zero-Shot, Generalized Zero-Shot, and Few-Shot Learning.

Shafin Rahman Salman Hameed Khan Fatih Porikli

Investigating Nuisances in DCNN-Based Face Recognition.

Claudio Ferrari Giuseppe Lisanti Stefano Berretti Alberto Del Bimbo

Self-Similarity Constrained Sparse Representation for Hyperspectral Image Super-Resolution.

Xian-Hua Han Boxin Shi Yinqiang Zheng

Fast Piecewise-Affine Motion Estimation Without Segmentation.

Denis Fortun Martin Storath Dennis Rickert Andreas Weinmann Michael Unser

Video Captioning by Adversarial LSTM.

Yang Yang Jie Zhou Jiangbo Ai Yi Bin Alan Hanjalic Heng Tao Shen Yanli Ji

Modality-Specific Cross-Modal Similarity Measurement With Recurrent Attention Network.

Yuxin Peng Jinwei Qi Yuxin Yuan

Spontaneous Expression Recognition Using Universal Attribute Model.

Nazil Perveen Debaditya Roy Chalavadi Krishna Mohan

A Better Way to Attend: Attention With Trees for Video Question Answering.

Hongyang Xue Wenqing Chu Zhou Zhao Deng Cai

Quality Robust Mixtures of Deep Neural Networks.

Samuel F. Dodge Lina J. Karam

Hyperspectral Image Super-Resolution With a Mosaic RGB Image.

Ying Fu Yinqiang Zheng Hua Huang Imari Sato Yoichi Sato

Machine Learning-Based Fast Angular Prediction Mode Decision Technique in Video Coding.

Sookyung Ryu Je-Won Kang

Attentive Linear Transformation for Image Captioning.

Senmao Ye Junwei Han Nian Liu

Subpixel Edge Localization Based on Adaptive Weighting of Gradients.

Suyoung Seo

Building Descriptors From Local Feature Neighborhoods for Applications in Semi-Dense 3D Reconstruction.

Benjamin J. Schmid Reza Adhami

A Robust Edge Detection Approach in the Presence of High Impulse Noise Intensity Through Switching Adaptive Median and Fixed Weighted Mean Filtering.

Mehdi Mafi Hoda Rajaei Mercedes Cabrerizo Malek Adjouadi

Color Contrast-Preserving Decolorization.

Wei Wang Zhengguo Li Shiqian Wu

Recovery of Lost Color and Depth Frames in Multiview Videos.

Ting-Lan Lin Chuan-Jia Wang Tsai-Ling Ding Gui-Xiang Huang Wei-Lin Tsai Tsung-En Chang Neng-Chieh Yang

Opinion-Unaware Blind Quality Assessment of Multiply and Singly Distorted Images via Distortion Parameter Estimation.

Yi Zhang Damon M. Chandler

Deep Visual Discomfort Predictor for Stereoscopic 3D Images.

Heeseok Oh Sewoong Ahn Sanghoon Lee Alan Conrad Bovik

Multi-Oriented and Multi-Lingual Scene Text Detection With Direct Regression.

Wenhao He Xu-Yao Zhang Fei Yin Cheng-Lin Liu

Robust Single-Shot Fringe Projection Profilometry Based on Morphological Component Analysis.

B. Budianto Daniel Pak-Kong Lun Yuk-Hee Chan

Hadamard Coding for Supervised Discrete Hashing.

Gou Koutaki Keiichiro Shirai Mitsuru Ambai

Convolutional Neural Network-Based Synthesized View Quality Enhancement for 3D Video Coding.

Linwei Zhu Yun Zhang Shiqi Wang Hui Yuan Sam Kwong Horace Ho-Shing Ip

Vision-Based Parking-Slot Detection: A DCNN-Based Approach and a Large-Scale Benchmark Dataset.

Lin Zhang Junhao Huang Xiyuan Li Lu Xiong

Cross-View Discriminative Feature Learning for Person Re-Identification.

Alessandro Borgia Yang Hua Elyor Kodirov Neil Martin Robertson

Efficient Recovery of Essential Matrix From Two Affine Correspondences.

Daniel Barath Levente Hajder

Low-Rank Matrix Recovery Via Robust Outlier Estimation.

Xiaojie Guo Zhouchen Lin

Recognition From Web Data: A Progressive Filtering Approach.

Jufeng Yang Xiaoxiao Sun Yu-Kun Lai Liang Zheng Ming-Ming Cheng

Dynamic Match Kernel With Deep Convolutional Features for Image Retrieval.

Jufeng Yang Jie Liang Hui Shen Kai Wang Paul L. Rosin Ming-Hsuan Yang

Information Fusion for Human Action Recognition via Biset/Multiset Globality Locality Preserving Canonical Correlation Analysis.

Nour El-Din El-Madany Yifeng He Ling Guan

Low-Rank Sparse Preserving Projections for Dimensionality Reduction.

Luofeng Xie Ming Yin Xiangyun Yin Yun Liu Guofu Yin

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification.

Yuwu Lu Chun Yuan Wenwu Zhu Xuelong Li

Photo Realistic Image Completion via Dense Correspondence.

Jun-Jie Huang Pier Luigi Dragotti

A Simple Measure for Acuity in Medical Images.

Frithjof Kruggel

Semi-supervised Deep Domain Adaptation via Coupled Neural Networks.

Zhengming Ding Nasser M. Nasrabadi Yun Fu


Volume 27, Number 10, 2018
Adaptive Curvature-Guided Image Filtering for Structure + Texture Image Decomposition.

Alexander G. Belyaev Pierre-Alain Fayolle

Single Image Dehazing With Depth-Aware Non-Local Total Variation Regularization.

Qi Liu Xinbo Gao Lihuo He Wen Lu

Exemplar-Aided Salient Object Detection via Joint Latent Space Embedding.

Yuqiu Kong Jianming Zhang Huchuan Lu Xiuping Liu

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks.

Kede Ma Huan Fu Tongliang Liu Zhou Wang Dacheng Tao

Predicting Human Eye Fixations via an LSTM-Based Saliency Attentive Model.

Marcella Cornia Lorenzo Baraldi Giuseppe Serra Rita Cucchiara

MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization.

Zhiming Luo Frederic Branchaud-Charron Carl Lemaire Janusz Konrad Shaozi Li Akshaya Mishra Andrew Achkar Justin A. Eichel Pierre-Marc Jodoin

Quality Assessment of Screen Content Images via Convolutional-Neural-Network-Based Synthetic/Natural Segmentation.

Yi Zhang Damon M. Chandler Xuanqin Mou

Leveraging Expert Feature Knowledge for Predicting Image Aesthetics.

Michal Kucer Alexander C. Loui David W. Messinger

Reversible Data Hiding Under Inconsistent Distortion Metrics.

Dongdong Hou Weiming Zhang Yang Yang Nenghai Yu

Structured AutoEncoders for Subspace Clustering.

Xi Peng Jiashi Feng Shijie Xiao Wei-Yun Yau Joey Tianyi Zhou Songfan Yang

Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition.

Weiming Hu Baoxin Wu Pei Wang Chunfeng Yuan Yangxi Li Stephen J. Maybank

Reducing Complexity of HEVC: A Deep Learning Approach.

Mai Xu Tianyi Li Zulin Wang Xin Deng Ren Yang Zhenyu Guan

Composing Semantic Collage for Image Retargeting.

Si Liu Zhen Wei Yao Sun Xinyu Ou Junyu Lin Bin Liu Ming-Hsuan Yang

LATE: A Level-Set Method Based on Local Approximation of Taylor Expansion for Segmenting Intensity Inhomogeneous Images.

Hai Min Wei Jia Yang Zhao Wangmeng Zuo Haibin Ling Yue-Tong Luo

Video Salient Object Detection Using Spatiotemporal Deep Features.

Trung-Nghia Le Akihiro Sugimoto

Hybrid All Zero Soft Quantized Block Detection for HEVC.

Jing Cui Ruiqin Xiong Xinfeng Zhang Shiqi Wang Shanshe Wang Siwei Ma Wen Gao

Robust Multi-Frame Super-Resolution Based on Spatially Weighted Half-Quadratic Estimation and Adaptive BTV Regularization.

Xiaohong Liu Lei Chen Wenyi Wang Jiying Zhao

Robust Object Tracking via Local Sparse Appearance Model.

Ke Nai Zhiyong Li Guiji Li Shanquan Wang

Retrieval Oriented Deep Feature Learning With Complementary Supervision Mining.

Yue Lv Wengang Zhou Qi Tian Shaoyan Sun Houqiang Li

Sequential Video VLAD: Training the Aggregation Locally and Temporally.

Youjiang Xu Yahong Han Richang Hong Qi Tian

Corrections to "Dynamic Video Stitching via Shakiness Removing".

Yongwei Nie Tan Su Zhensong Zhang Hanqiu Sun Guiqing Li

USEAQ: Ultra-Fast Superpixel Extraction via Adaptive Sampling From Quantized Regions.

Chun-Rong Huang Wei-Cheng Wang Wei-An Wang Szu-Yu Lin Yen-Yu Lin

Luminance Enhancement and Detail Preservation of Images and Videos Adapted to Ambient Illumination.

Qing Song Pamela C. Cosman

Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions.

Jie Chen Junhui Hou Yun Ni Lap-Pui Chau

Glass Reflection Removal Using Co-Saliency-Based Image Alignment and Low-Rank Matrix Completion in Gradient Domain.

Byeong-Ju Han Jae-Young Sim

IPAD: Intensity Potential for Adaptive De-Quantization.

Jing Liu Guangtao Zhai Anan Liu Xiaokang Yang Xibin Zhao Chang Wen Chen

Scalable Online Convolutional Sparse Coding.

Yaqing Wang Quanming Yao James T. Kwok Lionel M. Ni

Superpixel Hierarchy.

Xing Wei Qingxiong Yang Yihong Gong Narendra Ahuja Ming-Hsuan Yang

Fried Binary Embedding: From High-Dimensional Visual Features to High-Dimensional Binary Codes.

Weixiang Hong Junsong Yuan

Robust Foreground Estimation via Structured Gaussian Scale Mixture Modeling.

Guangming Shi Tao Huang Weisheng Dong Jinjian Wu Xuemei Xie

Optimized Pre-Compensating Compression.

Yehuda Dar Michael Elad Alfred M. Bruckstein

Fight Recognition in Video Using Hough Forests and 2D Convolutional Neural Network.

Ismael Serrano Oscar Déniz-Suárez José Luis Espinosa-Aranda Gloria Bueno García

Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy.

Junhong Min Kyong Hwan Jin Michael Unser Jong Chul Ye

3D Face Reconstruction With Geometry Details From a Single Image.

Luo Jiang Juyong Zhang Bailin Deng Hao Li Ligang Liu

Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual Recognition.

Tianyi Zhao Baopeng Zhang Ming He Wei Zhang Ning Zhou Jun Yu Jianping Fan

Eye Fixation Assisted Video Saliency Detection via Total Variation-Based Pairwise Interaction.

Wenliang Qiu Xinbo Gao Bing Han

Action Recognition From Arbitrary Views Using Transferable Dictionary Learning.

Jingtian Zhang Hubert P. H. Shum Jungong Han Ling Shao


Volume 27, Number 9, September 2018
Mutual Learning Between Saliency and Similarity: Image Cosegmentation via Tree Structured Sparsity and Tree Graph Matching.

Yan Ren Licheng Jiao Shuyuan Yang Shuang Wang

Learning Depth From Single Images With Deep Neural Network Embedding Focal Length.

Lei He Guanghui Wang Zhanyi Hu

Edge Information Diffusion-Based Reconstruction for Cone Beam Computed Laminography.

Yunsong Zhao Jinqiu Xu Hongwei Li Peng Zhang

Landmark Free Face Attribute Prediction.

Jianshu Li Fang Zhao Jiashi Feng Sujoy Roy Shuicheng Yan Terence Sim

Image Super-Resolution With Parametric Sparse Model Learning.

Yongbo Li Weisheng Dong Xuemei Xie Guangming Shi Jinjian Wu Xin Li

LAPSE: Low-Overhead Adaptive Power Saving and Contrast Enhancement for OLEDs.

Daniele Jahier Pagliari Enrico Macii Massimo Poncino

FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising.

Kai Zhang Wangmeng Zuo Lei Zhang

Learning a Patch Quality Comparator for Single Image Dehazing.

Sanchayan Santra Ranjan Mondal Bhabatosh Chanda

Interacting Tracklets for Multi-Object Tracking.

Long Lan Xinchao Wang Shiliang Zhang Dacheng Tao Wen Gao Thomas S. Huang

From Focal Stack to Tensor Light-Field Display.

Keita Takahashi Yuto Kobayashi Toshiaki Fujii

A Frequency Domain SIM Reconstruction Algorithm Using Reduced Number of Images.

Amit Lal Chunyan Shan Kun Zhao Wenhui Liu Xiaoshuai Huang Weijian Zong Liangyi Chen Peng Xi

An Unsupervised Game-Theoretic Approach to Saliency Detection.

Yu Zeng Mengyang Feng Huchuan Lu Gang Yang Ali Borji

Find Who to Look at: Turning From Action to Saliency.

Mai Xu Yufan Liu Roland Hu Feng He

A Gabor Feature-Based Quality Assessment Model for the Screen Content Images.

Zhangkai Ni Huanqiang Zeng Lin Ma Junhui Hou Jing Chen Kai-Kuang Ma

Simultaneously Discovering and Localizing Common Objects in Wild Images.

Zhenzhen Wang Junsong Yuan

Object-Location-Aware Hashing for Multi-Label Image Retrieval via Automatic Mask Learning.

Chang-Qin Huang Shang-Ming Yang Yan Pan Hanjiang Lai

Visual Tracking With Weighted Adaptive Local Sparse Appearance Model via Spatio-Temporal Context Learning.

Zhetao Li Jie Zhang Kaihua Zhang Zhiyong Li

Blurriness-Guided Unsharp Masking.

Wei Ye Kai-Kuang Ma

Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection.

Weiming Hu Yabo Fan Junliang Xing Liang Sun Zhaoquan Cai Stephen J. Maybank

Joint Hypergraph Learning for Tag-Based Image Retrieval.

Yaxiong Wang Li Zhu Xueming Qian Junwei Han

Robust 3D Hand Pose Estimation From Single Depth Images Using Multi-View CNNs.

Liuhao Ge Hui Liang Junsong Yuan Daniel Thalmann

Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval.

Dan Xu Xavier Alameda-Pineda Jingkuan Song Elisa Ricci Nicu Sebe

Image Haze Removal via Reference Retrieval and Scene Prior.

Fei Yuan Hua Huang

Beyond Joints: Learning Representations From Primitive Geometries for Skeleton-Based Action Recognition and Detection.

Hongsong Wang Liang Wang

Recursive Texture Orientation Estimation Based on Space Transformation and Hypersurface Reconstruction.

Salma Doghraji Marc Donias Yannick Berthoumieu

Gabor Convolutional Networks.

Shangzhen Luan Chen Chen Baochang Zhang Jungong Han Jianzhuang Liu

Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery.

Liangchen Liu Feiping Nie Arnold Wiliem Zhihui Li Teng Zhang Brian C. Lovell

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.

Liang-Jian Deng Gemine Vivone Weihong Guo Mauro Dalla Mura Jocelyn Chanussot

Compressive Online Robust Principal Component Analysis via n-ℓ1 Minimization.

Huynh Van Luong Nikos Deligiannis Jürgen Seiler Søren Forchhammer André Kaup

A Winner-Take-All Strategy for Improved Object Tracking.

Feng Zheng Ling Shao

Multi-Organ Plant Classification Based on Convolutional and Recurrent Neural Networks.

Sue Han Lee Chee Seng Chan Paolo Remagnino

LFNet: A Novel Bidirectional Recurrent Convolutional Neural Network for Light-Field Image Super-Resolution.

Yunlong Wang Fei Liu Kunbo Zhang Guangqi Hou Zhenan Sun Tieniu Tan

Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation.

Shuang Li Shiji Song Gao Huang Zhengming Ding Cheng Wu

Exploring Weakly Labeled Images for Video Object Segmentation With Submodular Proposal Selection.

Yu Zhang Xiaowu Chen Jia Li Wei Teng Haokun Song

SPSIM: A Superpixel-Based Similarity Index for Full-Reference Image Quality Assessment.

Wen Sun Qingmin Liao Jing-Hao Xue Fei Zhou

Multi-Task Learning for Blind Source Separation.

Bo Du Shaodong Wang Chang Xu Nan Wang Liangpei Zhang Dacheng Tao

Geometry-Consistent Light Field Super-Resolution via Graph-Based Regularization.

Mattia Rossi Pascal Frossard

Efficient Intra Mode Selection for Depth-Map Coding Utilizing Spatiotemporal, Inter-Component and Inter-View Correlations in 3D-HEVC.

Liquan Shen Kai Li Guorui Feng Ping An Zhi Liu

Effective Sampling: Fast Segmentation Using Robust Geometric Model Fitting.

Ruwan B. Tennakoon Alireza Sadri Reza Hoseinnezhad Alireza Bab-Hadiashar


Volume 27, Number 8, August 2018
Moiré Photo Restoration Using Multiresolution Convolutional Neural Networks.

Yujing Sun Yizhou Yu Wenping Wang

Minimum Spanning Forest With Embedded Edge Inconsistency Measurement Model for Guided Depth Map Enhancement.

Yi-Fan Zuo Qiang Wu Jian Zhang Ping An

Deep Monocular Depth Estimation via Integration of Global and Local Predictions.

Youngjung Kim Hyungjoo Jung Dongbo Min Kwanghoon Sohn

Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization.

Shutao Li Renwei Dian Leyuan Fang José M. Bioucas-Dias

Superpixel Segmentation Using Gaussian Mixture Model.

Zhihua Ban Jianguo Liu Li Cao

Discriminative Transfer Learning for General Image Restoration.

Lei Xiao Felix Heide Wolfgang Heidrich Bernhard Schölkopf Michael Hirsch

Visual Saliency Prediction Using a Mixture of Deep Neural Networks.

Samuel F. Dodge Lina J. Karam

Perceptual Adversarial Networks for Image-to-Image Transformation.

Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao

Heteroscedastic Max-Min Distance Analysis for Dimensionality Reduction.

Bing Su Xiaoqing Ding Changsong Liu Ying Wu

Multispectral Image Restoration via Inter- and Intra-Block Sparse Estimation Based on Physically-Induced Joint Spatiospectral Structures.

Dahua Gao Xiaolin Wu

Segmentation in Weakly Labeled Videos via a Semantic Ranking and Optical Warping Network.

Le Yang Junwei Han Dingwen Zhang Nian Liu Dong Zhang

Improved Random Forest for Classification.

Angshuman Paul Dipti Prasad Mukherjee Prasun Das Abhinandan Gangopadhyay Appa Rao Chintha Saurabh Kundu

NIMA: Neural Image Assessment.

Hossein Talebi Esfandarani Peyman Milanfar

Enhanced Cross-Component Linear Model for Chroma Intra-Prediction in Video Coding.

Kai Zhang Jianle Chen Li Zhang Xiang Li Marta Karczewicz

Multi-Instance Dynamic Ordinal Random Fields for Weakly Supervised Facial Behavior Analysis.

Adria Ruiz Ognjen Rudovic Xavier Binefa Maja Pantic

Plenoptic Image Coding Using Macropixel-Based Intra Prediction.

Xin Jin Haixu Han Qionghai Dai

Cubature Split Covariance Intersection Filter-Based Point Set Registration.

Liang Li Ming Yang Chunxiang Wang Bing Wang

Digital Affine Shear Filter Banks With 2-Layer Structure and Their Applications in Image Processing.

Zhihua Che Xiaosheng Zhuang

A Fusion Framework for Camouflaged Moving Foreground Detection in the Wavelet Domain.

Shuai Li Dinei A. F. Florêncio Wanqing Li Yaqin Zhao Chris Cook

The Visual Word Booster: A Spatial Layout of Words Descriptor Exploiting Contour Cues.

Xinghui Dong Junyu Dong

Triplet-Based Deep Hashing Network for Cross-Modal Retrieval.

Cheng Deng Zhaojia Chen Xianglong Liu Xinbo Gao Dacheng Tao

3D Randomized Connection Network With Graph-Based Label Inference.

Siqi Bao Pei Wang Tony C. W. Mok Albert C. S. Chung

Constrained Optimization for Plane-Based Stereo.

Shahnawaz Ahmed Miles E. Hansard Andrea Cavallaro

Structure-Aware Local Sparse Coding for Visual Tracking.

Yuankai Qi Lei Qin Jian Zhang Shengping Zhang Qingming Huang Ming-Hsuan Yang

Denoising of Microscopy Images: A Review of the State-of-the-Art, and a New Sparsity-Based Method.

William Meiniel Jean-Christophe Olivo-Marin Elsa D. Angelini

Residual Highway Convolutional Neural Networks for in-loop Filtering in HEVC.

Yongbing Zhang Tao Shen Xiangyang Ji Yun Zhang Ruiqin Xiong Qionghai Dai

High-Order Model and Dynamic Filtering for Frame Rate Up-Conversion.

Wenbo Bao Xiaoyun Zhang Li Chen Lianghui Ding Zhiyong Gao

Video Synopsis in Complex Situations.

Xuelong Li Zhigang Wang Xiaoqiang Lu

Single-Image Super-Resolution Based on Rational Fractal Interpolation.

Yunfeng Zhang Qinglan Fan Fangxun Bao Yifang Liu Caiming Zhang

Toward the Repeatability and Robustness of the Local Reference Frame for 3D Shape Matching: An Evaluation.

Jiaqi Yang Yang Xiao Zhiguo Cao

Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding.

Xiang Zhang Jiarui Sun Siwei Ma Zhouchen Lin Jian Zhang Shiqi Wang Wen Gao

PaMM: Pose-Aware Multi-Shot Matching for Improving Person Re-Identification.

Yeong-Jun Cho Kuk-Jin Yoon

Image Segmentation for Intensity Inhomogeneity in Presence of High Noise.

Haider Ali Lavdie Rada Noor Badshah

Subspace Clustering via Learning an Adaptive Low-Rank Graph.

Ming Yin Shengli Xie Zongze Wu Yun Zhang Junbin Gao

Too Far to See? Not Really! - Pedestrian Detection With Scale-Aware Localization Policy.

Xiaowei Zhang Li Cheng Bo Li Hai-Miao Hu

Progressive Hard-Mining Network for Monocular Depth Estimation.

Zhenyu Zhang Chunyan Xu Jian Yang Junbin Gao Zhen Cui

TextBoxes++: A Single-Shot Oriented Scene Text Detector.

Minghui Liao Baoguang Shi Xiang Bai


Volume 27, Number 7, July 2018
Action-Attending Graphic Neural Network.

Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Rongrong Ji Jian Yang

Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames.

Ahmed S. Elliethy Gaurav Sharma

Novel Efficient 3D Short-Range Imaging Algorithms for a Scanning 1D-MIMO Array.

Jingkun Gao Yuliang Qin Bin Deng Hongqiang Wang Xiang Li

Improved Bilateral Texture Filtering With Edge-Aware Measurement.

Panpan Xu Wencheng Wang

Convolutional Regression for Visual Tracking.

Kai Chen Wenbing Tao

MCast: High-Quality Linear Video Transmission With Time and Frequency Diversities.

Chaofan He Huiying Wang Yang Hu Yan Chen Xiaopeng Fan Houqiang Li Bing Zeng

Benchmark Data Set and Method for Depth Estimation From Light Field Images.

Mingtao Feng Yaonan Wang Jian Liu Liang Zhang Hasan F. M. Zaki Ajmal S. Mian

Depth Super-Resolution on RGB-D Video Sequences With Large Displacement 3D Motion.

Yucheng Wang Jian Zhang Zicheng Liu Qiang Wu Zhengyou Zhang Yunde Jia

Permuted Coordinate-Wise Optimizations Applied to Lp-Regularized Image Deconvolution.

Jaeduk Han Ki-Sun Song Jonghyun Kim Moon Gi Kang

Paxel: A Generic Framework to Superimpose High-Frequency Print Patterns Using Projected Light.

Petar Pjanic Anselm Grundhöfer

IPST: Incremental Pictorial Structures for Model-Free Tracking of Deformable Objects.

Grigorios G. Chrysos Epameinondas Antonakos Stefanos Zafeiriou

Extracting the Principal Shape Components via Convex Programming.

Alireza Aghasi Justin Romberg

Region-Adaptive Deformable Registration of CT/MRI Pelvic Images via Learning-Based Image Synthesis.

Xiaohuan Cao Jianhua Yang Yaozong Gao Qian Wang Dinggang Shen

Retina-Inspired Filter.

Effrosyni Doutsi Lionel Fillatre Marc Antonini Julien Gaulmin

Learning View-Specific Deep Networks for Person Re-Identification.

Zhan-Xiang Feng Jianhuang Lai Xiaohua Xie

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection.

Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu

Towards Optimal Denoising of Image Contrast.

Wu Cheng Keigo Hirakawa

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.

Ding Liu Zhaowen Wang Yuchen Fan Xianming Liu Zhangyang Wang Shiyu Chang Xinchao Wang Thomas S. Huang

Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening.

Gemine Vivone Rocco Restaino Jocelyn Chanussot

An Embarrassingly Simple Approach to Visual Domain Adaptation.

Hao Lu Chunhua Shen Zhiguo Cao Yang Xiao Anton van den Hengel

Halftone Image Watermarking by Content Aware Double-Sided Embedding Error Diffusion.

Yuanfang Guo Oscar C. Au Rui Wang Lu Fang Xiaochun Cao

Deep Correlated Holistic Metric Learning for Sketch-Based 3D Shape Retrieval.

Guoxian Dai Jin Xie Yi Fang

Spectral Reflectance Estimation Using Gaussian Processes and Combination Kernels.

Ville Heikkinen

SCOM: Spatiotemporal Constrained Optimization for Salient Object Detection.

Yuhuan Chen Wenbin Zou Yi Tang Xia Li Chen Xu Nikos Komodakis

Joint Denoising/Compression of Image Contours via Shape Prior and Context Tree.

Amin Zheng Gene Cheung Dinei Florêncio

Recurrent and Dynamic Models for Predicting Streaming Video Quality of Experience.

Christos G. Bampis Zhi Li Ioannis Katsavounidis Alan C. Bovik

Retinal Microaneurysms Detection Using Local Convergence Index Features.

Behdad Dashtbozorg Jiong Zhang Fan Huang Bart M. ter Haar Romeny

Automatic Depth Extraction from 2D Images Using a Cluster-Based Learning Framework.

Jose L. Herrera Carlos R. del-Blanco Narciso García

Vehicle Re-Identification by Deep Hidden Multi-View Inference.

Yi Zhou Li Liu Ling Shao

A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection.

Nian Liu Junwei Han

Manifold-Based Visual Object Counting.

Yi Wang Yuexian Zou Wenwu Wang

Fully Connected Network-Based Intra Prediction for Image Coding.

Jiahao Li Bin Li Jizheng Xu Ruiqin Xiong Wen Gao

Prior-Based Quantization Bin Matching for Cloud Storage of JPEG Images.

Xianming Liu Gene Cheung Chia-Wen Lin Debin Zhao Wen Gao

Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder.

Jingkuan Song Hanwang Zhang Xiangpeng Li Lianli Gao Meng Wang Richang Hong

Towards a Closed Form Second-Order Natural Scene Statistics Model.

Zeina Sinno Constantine Caramanis Alan C. Bovik

Learning-Based Just-Noticeable-Quantization- Distortion Modeling for Perceptual Video Coding.

Sehwan Ki Sung-Ho Bae Munchurl Kim Hyunsuk Ko

Visual Navigation Using Projection of Spatial Right-Angle In Indoor Environment.

Hui Wei Luping Wang

Adaptive Residual Networks for High-Quality Image Restoration.

Yongbing Zhang Lulu Sun Chenggang Yan Xiangyang Ji Qionghai Dai


Volume 27, Number 6, June 2018
Minimizing Reconstruction Bias Hashing via Joint Projection Learning and Quantization.

Ling-Yu Duan Yuwei Wu Yicheng Huang Zhe Wang Junsong Yuan Wen Gao

SVD-Based Tensor-Completion Technique for Background Initialization.

Ibrahim Kajo Nidal S. Kamel Yassine Ruichek Aamir Saeed Malik

HEVC-EPIC: Fast Optical Flow Estimation From Coded Video via Edge-Preserving Interpolation.

Dominic Rüfenacht David Taubman

Temporally Coherent 3D Point Cloud Video Segmentation in Generic Scenes.

Xiao Lin Josep R. Casas Montse Pardàs

P2T: Part-to-Target Tracking via Deep Regression Learning.

Junyu Gao Tianzhu Zhang Xiaoshan Yang Changsheng Xu

DesnowNet: Context-Aware Deep Network for Snow Removal.

Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Jenq-Neng Hwang

Deep Spatiality: Unsupervised Learning of Spatially-Enhanced Global and Local 3D Features by Deep Neural Network With Coupled Softmax.

Zhizhong Han Zhenbao Liu Chi-Man Vong Yu-Shen Liu Shuhui Bu Junwei Han C. L. Philip Chen

Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification.

Yiqing Guo Xiuping Jia David Paull

Road Surface 3D Reconstruction Based on Dense Subpixel Disparity Map Estimation.

Rui Fan Xiao Ai Naim Dahnoun

Nonlinear Low-Rank Matrix Completion for Human Motion Recovery.

Guiyu Xia Huaijiang Sun Beijia Chen Qingshan Liu Lei Feng Guoqing Zhang Renlong Hang

External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising.

Jun Xu Lei Zhang David Zhang

Hallucinating Face Image by Regularization Models in High-Resolution Feature Space.

Jingang Shi Xin Liu Yuan Zong Chun Qi Guoying Zhao

Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding.

Xiayuan Huang Hong Qiao Bo Zhang Xiangli Nie

A Comparative Study of Algorithms for Realtime Panoramic Video Blending.

Zhe Zhu Jiaming Lu Minxuan Wang Song-Hai Zhang Ralph R. Martin Hantao Liu Shi-Min Hu

A MAP-Based Approach for Hyperspectral Imagery Super-Resolution.

Hasan Irmak Gozde Bozdagi Akar Seniha Esen Yüksel

Region-Aware Reflection Removal With Unified Content and Gradient Priors.

Renjie Wan Boxin Shi Ling-Yu Duan Ah-Hwee Tan Wen Gao Alex C. Kot

Time-of-Flight Range Measurement in Low-Sensing Environment: Noise Analysis and Complex-Domain Non-Local Denoising.

Mihail Georgiev Robert Bregovic Atanas P. Gotchev

Training Very Deep CNNs for General Non-Blind Deconvolution.

Ruxin Wang Dacheng Tao

Content-Adaptive Superpixel Segmentation.

Xiaolin Xiao Yicong Zhou Yue-Jiao Gong

Deep Action Parsing in Videos With Large-Scale Synthesized Data.

Li Liu Yi Zhou Ling Shao

Generalization of the Dark Channel Prior for Single Image Restoration.

Yan-Tsung Peng Keming Cao Pamela C. Cosman

Learning Clip Representations for Skeleton-Based 3D Action Recognition.

Qiuhong Ke Mohammed Bennamoun Senjian An Ferdous Ahmed Sohel Farid Boussaïd

Structure-Revealing Low-Light Image Enhancement Via Robust Retinex Model.

Mading Li Jiaying Liu Wenhan Yang Xiaoyan Sun Zongming Guo

Unsupervised Uncertainty Estimation Using Spatiotemporal Cues in Video Saliency Detection.

Tariq Alshawi Zhiling Long Ghassan AlRegib

Camera-Aware Multi-Resolution Analysis for Raw Image Sensor Data Compression.

Yeejin Lee Keigo Hirakawa Truong Q. Nguyen

An Analytic Gabor Feedforward Network for Single-Sample and Pose-Invariant Face Recognition.

Beom-Seok Oh Kar-Ann Toh Andrew Beng Jin Teoh Zhiping Lin

Robust Visual Tracking Revisited: From Correlation Filter to Template Matching.

Fanghui Liu Chen Gong Xiaolin Huang Tao Zhou Jie Yang Dacheng Tao

Reconstruction of Single Image from Multiple Blurry Measured Images.

Tsung-Ching Lin Liming Hou Hongqing Liu Yong Li Trieu-Kien Truong

Imagining the Unimaginable Faces by Deconvolutional Networks.

Xin Yu Fatih Porikli

Automatic Registration of Images With Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal.

Ming Zhao Yongpeng Wu Shengda Pan Fan Zhou Bowen An André Kaup

Effective and Fast Estimation for Image Sensor Noise Via Constrained Weighted Least Squares.

Li Dong Jiantao Zhou Yuan Yan Tang

Edge Modeling by Two Blur Parameters in Varying Contrasts.

Suyoung Seo

Submodular Trajectories for Better Motion Segmentation in Videos.

Jianbing Shen Jianteng Peng Ling Shao

Correlation Particle Filter for Visual Tracking.

Tianzhu Zhang Si Liu Changsheng Xu Bin Liu Ming-Hsuan Yang

Flexible Manifold Learning With Optimal Graph for Image and Video Representation.

Wei Wang Yan Yan Feiping Nie Shuicheng Yan Nicu Sebe


Volume 27, Number 5, May 2018
Depth Super-Resolution From RGB-D Pairs With Transform and Spatial Domain Regularization.

Zhongyu Jiang Yonghong Hou Huanjing Yue Jingyu Yang Chunping Hou

BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition.

Xin Ning Weijun Li Bo Tang Haibo He

A Multi-Region Segmentation Method for SAR Images Based on the Multi-Texture Model With Level Sets.

Shiyu Luo Ling Tong Yan Chen

Underlying Connections Between Algorithms for Nongreedy LDA-L1.

Qiaolin Ye Henghao Zhao Liyong Fu Shanbing Gao

Efficient Encrypted Images Filtering and Transform Coding With Walsh-Hadamard Transform and Parallelization.

Peijia Zheng Jiwu Huang

Good Features to Correlate for Visual Tracking.

Erhan Gundogdu A. Aydin Alatan

Joint Separable and Non-Separable Transforms for Next-Generation Video Coding.

Xin Zhao Jianle Chen Marta Karczewicz Amir Said Vadim Seregin

A Perceptually Weighted Rank Correlation Indicator for Objective Image Quality Assessment.

Qingbo Wu Hongliang Li Fanman Meng King N. Ngan

Domain Regeneration for Cross-Database Micro-Expression Recognition.

Yuan Zong Wenming Zheng Xiaohua Huang Jingang Shi Zhen Cui Guoying Zhao

Adaptive RGB Image Recognition by Visual-Depth Embedding.

Ziyun Cai Yang Long Ling Shao

Unified Discriminative and Coherent Semi-Supervised Subspace Clustering.

Weiwei Wang Chunyu Yang Huazhu Chen Xiangchu Feng

Bayesian Bistatic ISAR Imaging for Targets With Complex Motion Under Low SNR Condition.

Shuanghui Zhang Yongxiang Liu Xiang Li

Missing Surface Estimation Based on Modified Tikhonov Regularization: Application for Destructed Dental Tissue.

Mojtaba Lashgari Mahdi Shahmoradi Hossein Rabbani Michael Swain

Local Deep-Feature Alignment for Unsupervised Dimension Reduction.

Jian Zhang Jun Yu Dacheng Tao

DeepDemosaicking: Adaptive Image Demosaicking via Multiple Deep Fully Convolutional Networks.

Daniel Stanley Tan Wei-Yang Chen Kai-Lung Hua

Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation.

T. Hoang Ngan Le Kha Gia Quach Khoa Luu Chi Nhan Duong Marios Savvides

Hookworm Detection in Wireless Capsule Endoscopy Images With Deep Learning.

Jun-Yan He Xiao Wu Yu-Gang Jiang Qiang Peng Ramesh C. Jain

Deep Visual Attention Prediction.

Wenguan Wang Jianbing Shen

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network.

Xiangyong Cao Feng Zhou Lin Xu Deyu Meng Zongben Xu John W. Paisley

Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis.

Biao Jie Mingxia Liu Daoqiang Zhang Dinggang Shen

Real-Time Action Recognition With Deeply Transferred Motion Vector CNNs.

Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang

Multi-Attributed Graph Matching With Multi-Layer Graph Structure and Multi-Layer Random Walks.

Han-Mu Park Kuk-Jin Yoon

Perceptually Aware Image Retargeting for Mobile Devices.

Yinzuo Zhou Luming Zhang Chao Zhang Ping Li Xuelong Li

Fast Open-World Person Re-Identification.

Xiatian Zhu Botong Wu Dongcheng Huang Wei-Shi Zheng

Global-Local Temporal Saliency Action Prediction.

Shaofan Lai Wei-Shi Zheng Jianfang Hu Jianguo Zhang

Learning a Continuous-Time Streaming Video QoE Model.

Deepti Ghadiyaram Janice Pan Alan C. Bovik

A Gaussian Mixture Model Representation of Endmember Variability in Hyperspectral Unmixing.

Yuan Zhou Anand Rangarajan Paul D. Gader

Pixel Binning for High Dynamic Range Color Image Sensor Using Square Sampling Lattice.

Jiachao Zhang Jie Jia Andong Sheng Keigo Hirakawa

Efficient Scalable Median Filtering Using Histogram-Based Operations.

Oded Green

Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing.

Ling-Yu Duan Wei Sun Xinfeng Zhang Shiqi Wang Jie Chen Jianxiong Yin Simon See Tiejun Huang Alex C. Kot Wen Gao

Her2Net: A Deep Framework for Semantic Segmentation and Classification of Cell Membranes and Nuclei in Breast Cancer Evaluation.

Monjoy Saha Chandan Chakraborty

When Dijkstra Meets Vanishing Point: A Stereo Vision Approach for Road Detection.

Yigong Zhang Yingna Su Jian Yang Jean Ponce Hui Kong

Physics-Based Image Segmentation Using First Order Statistical Properties and Genetic Algorithm for Inductive Thermography Imaging.

Bin Gao Xiaoqing Li Wai Lok Woo Guiyun Tian

Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks.

M. Shahzeb Khan Gul Bahadir K. Gunturk

Video Summarization Via Multiview Representative Selection.

Jingjing Meng Suchen Wang Hongxing Wang Junsong Yuan Yap-Peng Tan

Convolutional Sparse and Low-Rank Coding-Based Image Decomposition.

He Zhang Vishal M. Patel

Kernel K-Means Sampling for Nyström Approximation.

Li He Hong Zhang

Deep Context-Sensitive Facial Landmark Detection With Tree-Structured Modeling.

Jiajian Zeng Siyuan Liu Xi Li Debbah Abderrahmane Mahdi Fei Wu Gang Wang

Local and Global Feature Learning for Blind Quality Evaluation of Screen Content and Natural Scene Images.

Wujie Zhou Lu Yu Yang Zhou Weiwei Qiu Ming-Wei Wu Ting Luo


Volume 27, Number 4, April 2018
Transportation Spherical Watermarking.

Yuan-Gen Wang Guopu Zhu Yun-Qing Shi

Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images.

Jianrui Cai Shuhang Gu Lei Zhang

Some Properties of Interpolations Using Mathematical Morphology.

Aditya Challa Sravan Danda B. S. Daya Sagar Laurent Najman

Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker.

Xiangyuan Lan Shengping Zhang Pong C. Yuen Rama Chellappa

Matching Contactless and Contact-Based Conventional Fingerprint Images for Biometrics Identification.

Chenhao Lin Ajay Kumar

Model-Based Learning of Local Image Features for Unsupervised Texture Segmentation.

Martin Kiechle Martin Storath Andreas Weinmann Martin Kleinsteuber

Light Field Inpainting Propagation via Low Rank Matrix Completion.

Mikael Le Pendu Xiaoran Jiang Christine Guillemot

Fast Image Super-Resolution via Local Adaptive Gradient Field Sharpening Transform.

Qiang Song Ruiqin Xiong Dong Liu Zhiwei Xiong Feng Wu Wen Gao

Discriminative Multiple Canonical Correlation Analysis for Information Fusion.

Lei Gao Lin Qi Enqing Chen Ling Guan

Robust PCA Based on Incoherence With Geometrical Interpretation.

Jieun Lee Yoonsik Choe

Clusterability and Clustering of Images and Other "Real" High-Dimensional Data.

Tarun Yellamraju Mireille Boutin

Robust Virtual Unrolling of Historical Parchment XMT Images.

Chang Liu Paul L. Rosin Yu-Kun Lai Weiduo Hu

Camera Shutter-Independent Registration and Rectification.

Subeesh Vasu Ambasamudram Narayanan Rajagopalan Guna Seetharaman

Joint Hand Detection and Rotation Estimation Using CNN.

Xiaoming Deng Yinda Zhang Shuo Yang Ping Tan Liang Chang Ye Yuan Hongan Wang

Stacked Denoising Tensor Auto-Encoder for Action Recognition With Spatiotemporal Corruptions.

Chengcheng Jia Ming Shao Sheng Li Handong Zhao Yun Fu

Improving Color Constancy in an Ambient Light Environment Using the Phong Reflection Model.

Sung-Min Woo Sang-Ho Lee Jun-Sang Yoo Jong-Ok Kim

Cell Membrane Tracking in Living Brain Tissue Using Differential Interference Contrast Microscopy.

John Lee Ilya Kolb Craig R. Forest Christopher J. Rozell

Region-Based Prediction for Image Compression in the Cloud.

Jean Bégaint Dominique Thoreau Philippe Guillotel Christine Guillemot

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation.

Zhunga Liu Gang Li Grégoire Mercier You He Quan Pan

Iterative Graph Seeking for Object Tracking.

Dawei Du Longyin Wen Honggang Qi Qingming Huang Qi Tian Siwei Lyu

Feature Map Quality Score Estimation Through Regression.

Ibrahim M. H. Rahman Christopher Hollitt Mengjie Zhang

Reweighted Low-Rank Matrix Analysis With Structural Smoothness for Image Denoising.

Hengyou Wang Yigang Cen Zhiquan He Zhihai He Ruizhen Zhao Fengzhen Zhang

Multipolarization Through-Wall Radar Imaging Using Low-Rank and Jointly-Sparse Representations.

Van Ha Tang Abdesselam Bouzerdoum Son Lam Phung

Hierarchical and Spatio-Temporal Sparse Representation for Human Action Recognition.

Yi Tian Yu Kong Qiuqi Ruan Gaoyun An Yun Fu

Hyper-Lapse From Multiple Spatially-Overlapping Videos.

Miao Wang Jun-Bang Liang Song-Hai Zhang Shao-Ping Lu Ariel Shamir Shi-Min Hu

Plenoptic Image Motion Deblurring.

Paramanand Chandramouli Meiguang Jin Daniele Perrone Paolo Favaro

Fast 2D Complex Gabor Filter With Kernel Decomposition.

Jaeyoon Kim Suhyuk Um Dongbo Min

Convolutional Dictionary Learning: Acceleration and Convergence.

Il Yong Chun Jeffrey A. Fessler

Analysis on the Effect of Sensor Views in Image Reconstruction Produced by Optical Tomography System Using Charge-Coupled Device.

Juliza Jamaludin Ruzairi Abdul Rahim Mohd. Hafiz Fazalul Rahiman Jemmy Mohd Rohani

Evaluation of Hierarchical Watersheds.

Benjamin Perret Jean Cousty Silvio Jamil Ferzoli Guimarães Deise Santana Maia

Visual Saliency Detection Using Spatiotemporal Decomposition.

Saumik Bhattacharya Venkatesh K. Subramanian Sumana Gupta

NIQSV+: A No-Reference Synthesized View Quality Assessment Metric.

Shishun Tian Lu Zhang Luce Morin Olivier Déforges

Robust Object Co-Segmentation Using Background Prior.

Junwei Han Rong Quan Dingwen Zhang Feiping Nie

Unsupervised Deep Hashing With Pseudo Labels for Scalable Image Retrieval.

Haofeng Zhang Li Liu Yang Long Ling Shao

Convolutional Sparse Coding for RGB+NIR Imaging.

Xue-mei Hu Felix Heide Qionghai Dai Gordon Wetzstein

No Reference Quality Assessment for Screen Content Images With Both Local and Global Feature Representation.

Yuming Fang Jiebin Yan Leida Li Jinjian Wu Weisi Lin

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks.

Jun Liu Gang Wang Ling-Yu Duan Kamila Abdiyeva Alex C. Kot

Analysis of Disparity Error for Stereo Autofocus.

Cheng-Chieh Yang Shao-Kang Huang Kuang-Tsu Shih Homer H. Chen

Implicit Negative Sub-Categorization and Sink Diversion for Object Detection.

Yu Li Sheng Tang Min Lin Yongdong Zhang Jintao Li Shuicheng Yan


Volume 27, Number 3, March 2018
Robust Distance Metric Learning via Bayesian Inference.

Dong Wang Xiaoyang Tan

Robust Multi-Focus Image Fusion Using Edge Model and Multi-Matting.

Yibo Chen Jingwei Guan Wai-Kuen Cham

Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images.

Navaneeth Kamballur Kottayil Giuseppe Valenzise Frédéric Dufaux Irene Cheng

Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification.

Feiping Nie Guohao Cai Jing Li Xuelong Li

Object-Part Attention Model for Fine-Grained Image Classification.

Yuxin Peng Xiangteng He Junjie Zhao

Probabilistic Decision Based Block Partitioning for Future Video Coding.

Zhao Wang Shiqi Wang Jian Zhang Shanshe Wang Siwei Ma

Monte-Carlo Acceleration of Bilateral Filter and Non-Local Means.

Christina Karam Keigo Hirakawa

Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal.

Kyong Hwan Jin Jong Chul Ye

Contextual Bag-of-Words for Robust Visual Tracking.

Fanxiang Zeng Yuefeng Ji Martin D. Levine

Exploiting Target Data to Learn Deep Convolutional Networks for Scene-Adapted Human Detection.

Si Wu Shufeng Wang Robert Laganière Cheng Liu Hau-San Wong Yong Xu

Semantic Neighbor Graph Hashing for Multimodal Retrieval.

Lu Jin Kai Li Hao Hu Guo-Jun Qi Jinhui Tang

Differential Evolutionary Superpixel Segmentation.

Yue-Jiao Gong Yicong Zhou

Single Image Super-Resolution Based on Wiener Filter in Similarity Domain.

Cristóvão Cruz Rakesh Mehta Vladimir Katkovnik Karen O. Egiazarian

Multiple Pedestrian Tracking From Monocular Videos in an Interacting Multiple Model Framework.

Zhengqiang Jiang Du Q. Huynh

Recurrent Spatial-Temporal Attention Network for Action Recognition in Videos.

Wenbin Du Yali Wang Yu Qiao

ℓ2, p -Norm Based PCA for Image Recognition.

Qianqian Wang Quanxue Gao Xinbo Gao Feiping Nie

Cost-Sensitive Feature Selection by Optimizing F-Measures.

Meng Liu Chang Xu Yong Luo Chao Xu Yonggang Wen Dacheng Tao

Reversion Correction and Regularized Random Walk Ranking for Saliency Detection.

Yuchen Yuan Changyang Li Jinman Kim Weidong Cai David Dagan Feng

Normalized Total Gradient: A New Measure for Multispectral Image Registration.

Shu-Jie Chen Hui-Liang Shen Chunguang Li John H. Xin

Exploiting Spatial-Temporal Locality of Tracking via Structured Dictionary Learning.

Yao Sui Guanghui Wang Li Zhang Ming-Hsuan Yang

3-D Shape Matching and Non-Rigid Correspondence for Hippocampi Based on Markov Random Fields.

Pengdong Xiao Nick Barnes Tibério S. Caetano

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification.

Hao Wu Saurabh Prasad

A Background Modeling and Foreground Detection Algorithm Using Scaling Coefficients Defined With a Color Model Called Lightness-Red-Green-Blue.

Jesus Dario Romero María J. Lado Arturo J. Méndez

On Space-Time Filtering Framework for Matching Human Actions Across Different Viewpoints.

Anwaar Ul Haq Xiao-Xia Yin Jing He Yanchun Zhang

A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving.

Yi-Fei Pu Patrick Siarry Amitava Chatterjee Zhengning Wang Zhang Yi Yiguang Liu Jiliu Zhou Yan Wang

End-to-End Blind Image Quality Assessment Using Deep Neural Networks.

Kede Ma Wentao Liu Kai Zhang Zhengfang Duanmu Zhou Wang Wangmeng Zuo

Virtual View Synthesis for Free Viewpoint Video and Multiview Video Compression using Gaussian Mixture Modelling.

D. M. Motiur Rahaman Manoranjan Paul

POI Summarization by Aesthetics Evaluation From Crowd Source Social Media.

Xueming Qian Cheng Li Ke Lan Xingsong Hou Zhetao Li Junwei Han

Detection and Separation of Smoke From Single Image Frames.

Hongda Tian Wanqing Li Philip O. Ogunbona Lei Wang

Tensor Factorization for Low-Rank Tensor Completion.

Pan Zhou Canyi Lu Zhouchen Lin Chao Zhang

No-Reference Image Quality Assessment by Wide-Perceptual-Domain Scorer Ensemble Method.

Tsung-Jung Liu Kuan-Hsien Liu

Edge-Based Defocus Blur Estimation With Adaptive Scale Selection.

Ali Karaali Cláudio R. Jung

Background Modeling by Stability of Adaptive Features in Complex Scenes.

Dan Yang Chenqiu Zhao Xiaohong Zhang Sheng Huang

Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images.

Zhengxia Zou Zhenwei Shi

How Does the Low-Rank Matrix Decomposition Help Internal and External Learnings for Super-Resolution.

Shuang Wang Bo Yue Xuefeng Liang Licheng Jiao

L0-Regularized Image Downscaling.

Junjie Liu Shengfeng He Rynson W. H. Lau

Micro-Lens-Based Matching for Scene Recovery in Lenslet Cameras.

Shuo Zhang Hao Sheng Da Yang Jun Zhang Zhang Xiong

Body Structure Aware Deep Crowd Counting.

Siyu Huang Xi Li Zhongfei Zhang Fei Wu Shenghua Gao Rongrong Ji Junwei Han

Latent Constrained Correlation Filter.

Baochang Zhang Shangzhen Luan Chen Chen Jungong Han Wei Wang Alessandro Perina Ling Shao


Volume 27, Number 2, February 2018
Local All-Pass Geometric Deformations.

Christopher Gilliam Thierry Blu

Single Image Dehazing Using Color Ellipsoid Prior.

Bui Minh Trung Wonha Kim

Saliency Detection via Absorbing Markov Chain With Learnt Transition Probability.

Lihe Zhang Jianwu Ai Bowen Jiang Huchuan Lu Xiukui Li

Learning-Based Restoration of Backlit Images.

Zhenhao Li Xiaolin Wu

Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition.

Xi Yin Xiaoming Liu

Robust Quantization for General Similarity Search.

Yuchen Guo Guiguang Ding Jungong Han

Naturalness Preserved Image Enhancement Using a Priori Multi-Layer Lightness Statistics.

Shuhang Wang Gang Luo

Hierarchical Vertex Regression-Based Segmentation of Head and Neck CT Images for Radiotherapy Planning.

Zhensong Wang Lifang Wei Li Wang Yaozong Gao Wufan Chen Dinggang Shen

A General Framework for Linear Distance Preserving Hashing.

Min Wang Wengang Zhou Qi Tian Houqiang Li

A Backprojection Slice Theorem for Tomographic Reconstruction.

Eduardo X. Miqueles Nikolay A. Koshev Elias S. Helou

From Sparse Coding Significance to Perceptual Quality: A New Approach for Image Quality Assessment.

Ayyoub Ahar Adriaan Barri Peter Schelkens

Sequential Subspace Clustering via Temporal Smoothness for Sequential Data Segmentation.

Haijun Liu Jian Cheng Feng Wang

Random Walks for Synthetic Aperture Radar Image Fusion in Framelet Domain.

Xiaoyuan Yang Jingkai Wang Ridong Zhu

Spectral-Spatial Scale Invariant Feature Transform for Hyperspectral Images.

Suhad Lateef Al-khafaji Jun Zhou Ali Zia Alan Wee-Chung Liew

Fundamental Principles on Learning New Features for Effective Dense Matching.

Feihu Zhang Benjamin W. Wah

Object Classification With Joint Projection and Low-Rank Dictionary Learning.

Homa Foroughi Nilanjan Ray Hong Zhang

Person Re-Identification With Metric Learning Using Privileged Information.

Xun Yang Meng Wang Dacheng Tao

Robust LSTM-Autoencoders for Face De-Occlusion in the Wild.

Fang Zhao Jiashi Feng Jian Zhao Wenhan Yang Shuicheng Yan

Egocentric Temporal Action Proposals.

Shao Huang Weiqiang Wang Shengfeng He Rynson W. H. Lau

SDL: Saliency-Based Dictionary Learning Framework for Image Similarity.

Rituparna Sarkar Scott T. Acton

Dissecting and Reassembling Color Correction Algorithms for Image Stitching.

Fabio Bellavia Carlo Colombo

Blind Stereoscopic Video Quality Assessment: From Depth Perception to Overall Experience.

Zhibo Chen Wei Zhou Weiping Li

Performance Re-Evaluation on "Codewords Distribution-Based Optimal Combination of Equal-Average Equal-Variance Equal-Norm Nearest Neighbor Fast Search Algorithm for Vector Quantization Encoding".

Yang Wang Zhibin Pan Rui Li

Saliency Detection Based on Multiscale Extrema of Local Perceptual Color Differences.

Keigo Ishikura Naoto Kurita Damon M. Chandler Gosuke Ohashi

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network.

Ritesh Pradhan Ramazan S. Aygün Manil Maskey Rahul Ramachandran Daniel J. Cecil

Novel Integration of Frame Rate Up Conversion and HEVC Coding Based on Rate-Distortion Optimization.

Guo Lu Xiaoyun Zhang Li Chen Zhiyong Gao

A Physics-Based Deep Learning Approach to Shadow Invariant Representations of Hyperspectral Images.

Lloyd Windrim Rishi Ramakrishnan Arman Melkumyan Richard J. Murphy

Edge Probability and Pixel Relativity-Based Speckle Reducing Anisotropic Diffusion.

Deepak Mishra Santanu Chaudhury Mukul Sarkar Arvinder Singh Soin Vivek Sharma

Zero-Shot Learning via Attribute Regression and Class Prototype Rectification.

Changzhi Luo Zhetao Li Kaizhu Huang Jiashi Feng Meng Wang

Automated and Robust Quantification of Colocalization in Dual-Color Fluorescence Microscopy: A Nonparametric Statistical Approach.

Shulei Wang Ellen T. Arena Kevin W. Eliceiri Ming Yuan

Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images.

Samaneh Abbasi-Sureshjani Marta Favali Giovanna Citti Alessandro Sarti Bart M. ter Haar Romeny

Parallel Block Sequential Closed-Form Matting With Fan-Shaped Partitions.

Yongsik Lee Seungjoon Yang

Explicit Ringing Removal in Image Deblurring.

Ali Mosleh Yasser Elmi Sola Farzad Zargari Emmanuel Onzon J. M. Pierre Langlois

Co-Saliency Detection for RGBD Images Based on Multi-Constraint Feature Matching and Cross Label Propagation.

Runmin Cong Jianjun Lei Huazhu Fu Qingming Huang Xiaochun Cao Chunping Hou

A Group-Based Image Inpainting Using Patch Refinement in MRF Framework.

Mrinmoy Ghorai Sekhar Mandal Bhabatosh Chanda

Hashing with Angular Reconstructive Embeddings.

Mengqiu Hu Yang Yang Fumin Shen Ning Xie Heng Tao Shen

A Data Set for Camera-Independent Color Constancy.

Çaglar Aytekin Jarno Nikkanen Moncef Gabbouj


Volume 27, Number 1, January 2018
Partial Deconvolution With Inaccurate Blur Kernel.

Dongwei Ren Wangmeng Zuo David Zhang Jun Xu Lei Zhang

Marginalized Denoising Dictionary Learning With Locality Constraint.

Shuyang Wang Zhengming Ding Yun Fu

Variational Decompression of Image Data From DjVu Encoded Files.

Martin Holler Kamil S. Kazimierski

Implicit Block Diagonal Low-Rank Representation.

Xingyu Xie Xianglin Guo Guangcan Liu Jun Wang

Visual Representation and Classification by Learning Group Sparse Deep Stacking Network.

Jun Li Heyou Chang Jian Yang Wei Luo Yun Fu

Multiple-Level Feature-Based Measure for Retargeted Image Quality.

Yabin Zhang Weisi Lin Qiaohong Li Wentao Cheng Xinfeng Zhang

Single Image De-Hazing Using Globally Guided Image Filtering.

Zhengguo Li Jinghong Zheng

Multi-Task Vehicle Detection With Region-of-Interest Voting.

Wenqing Chu Yao Liu Chen Shen Deng Cai Xian-Sheng Hua

Temporal Scalability of Dynamic Volume Data Using Mesh Compensated Wavelet Lifting.

Wolfgang Schnurrer Niklas Pallast Thomas Richter André Kaup

Binary Multidimensional Scaling for Hashing.

Yameng Huang Zhouchen Lin

Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Description.

Ke Gu Vinit Jakhetiya Junfei Qiao Xiaoli Li Weisi Lin Daniel Thalmann

Color Balance and Fusion for Underwater Image Enhancement.

Codruta O. Ancuti Cosmin Ancuti Christophe De Vleeschouwer Philippe Bekaert

Landmark-Based Shape Encoding and Sparse-Dictionary Learning in the Continuous Domain.

Daniel Schmitter Michael Unser

A Benchmark Dataset and Saliency-Guided Stacked Autoencoders for Video-Based Salient Object Detection.

Jia Li Changqun Xia Xiaowu Chen

Online Low-Rank Representation Learning for Joint Multi-Subspace Recovery and Clustering.

Bo Li Risheng Liu Junjie Cao Jie Zhang Yu-Kun Lai Xiuping Liu

Tensor Rank Preserving Discriminant Analysis for Facial Recognition.

Dapeng Tao Yanan Guo Yaotang Li Xinbo Gao

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views.

Jie Chen Junhui Hou Lap-Pui Chau

Deep Domain Generalization With Structured Low-Rank Constraint.

Zhengming Ding Yun Fu

Frankenstein: Learning Deep Face Representations Using Small Data.

Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek

Duplex Metric Learning for Image Set Classification.

Gong Cheng Peicheng Zhou Junwei Han

Towards Edge-Aware Spatio-Temporal Filtering in Real-Time.

Michael Schaffner Florian Scheidegger Lukas Cavigelli Hubert Kaeslin Luca Benini Aljosa Smolic

Procrustean Regression: A Flexible Alignment-Based Framework for Nonrigid Structure Estimation.

Sungheon Park Minsik Lee Nojun Kwak

Consensus Regularized Multi-View Outlier Detection.

Handong Zhao Hongfu Liu Zhengming Ding Yun Fu

Example-Based Image Synthesis via Randomized Patch-Matching.

Yi Ren Yaniv Romano Michael Elad

Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment.

Sebastian Bosse Dominique Maniry Klaus-Robert Müller Thomas Wiegand Wojciech Samek

Motion Blur Kernel Estimation via Deep Learning.

Xiangyu Xu Jinshan Pan Yu-Jin Zhang Ming-Hsuan Yang

A Detail-Based Method for Linear Full Reference Image Quality Prediction.

Elio D. Di Claudio Giovanni Jacovitti

Dynamic Video Stitching via Shakiness Removing.

Yongwei Nie Tan Su Zhensong Zhang Hanqiu Sun Guiqing Li

Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets.

Wen Wang Ruiping Wang Zhiwu Huang Shiguang Shan Xilin Chen

Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering.

Guiyu Xia Huaijiang Sun Lei Feng Guoqing Zhang Yazhou Liu

Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection.

Xiang Wang Huimin Ma Xiaozhi Chen Shaodi You

Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features.

Xiaoqiang Lu Yaxiong Chen Xuelong Li

PURE-LET Image Deconvolution.

Jizhou Li Florian Luisier Thierry Blu

Anisotropic-Scale Junction Detection and Matching for Indoor Images.

Nan Xue Gui-Song Xia Xiang Bai Liangpei Zhang Weiming Shen

Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning.

Nora Ouzir Adrian Basarab Hervé Liebgott Brahim Harbaoui Jean-Yves Tourneret

Knowledge-Based Topic Model for Unsupervised Object Discovery and Localization.

Zhenxing Niu Gang Hua Le Wang Xinbo Gao

Video Salient Object Detection via Fully Convolutional Networks.

Wenguan Wang Jianbing Shen Ling Shao

A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary.

Nicolas Gillis Robert Luce

AutoBD: Automated Bi-Level Description for Scalable Fine-Grained Visual Categorization.

Hantao Yao Shiliang Zhang Chenggang Yan Yongdong Zhang Jintao Li Qi Tian

Farewell Editorial.

Scott T. Acton