Volume 40, Number 12, December 2018
Facial Landmark Detection with Tweaked Convolutional Neural Networks.

Yue Wu Tal Hassner KangGeon Kim Gérard G. Medioni Prem Natarajan

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image.

Ruiqi Zhao Yan Wang Aleix M. Martínez

Visual and Semantic Knowledge Transfer for Large Scale Semi-Supervised Object Detection.

Yuxing Tang Josiah Wang Xiaofang Wang Boyang Gao Emmanuel Dellandréa Robert J. Gaizauskas Liming Chen

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.

Fumin Shen Yan Xu Li Liu Yang Yang Zi Huang Heng Tao Shen

Tetrahedron Based Fast 3D Fingerprint Identification Using Colored LEDs Illumination.

Chenhao Lin Ajay Kumar

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.

Jun Liu Amir Shahroudy Dong Xu Alex C. Kot Gang Wang

Safe Feature Screening for Generalized LASSO.

Shaogang Ren Shuai Huang Jieping Ye Xiaoning Qian

Proposal-Free Network for Instance-Level Object Segmentation.

Xiaodan Liang Liang Lin Yunchao Wei Xiaohui Shen Jianchao Yang Shuicheng Yan

Person Re-Identification by Cross-View Multi-Level Dictionary Learning.

Sheng Li Ming Shao Yun Fu

Linear Maximum Margin Classifier for Learning from Uncertain Data.

Christos Tzelepis Vasileios Mezaris Ioannis Patras

Learning without Forgetting.

Zhizhong Li Derek Hoiem

Learning Kinematic Structure Correspondences Using Multi-Order Similarities.

Hyung Jin Chang Tobias Fischer Maxime Petit Martina Zambelli Yiannis Demiris

Learning Consensus Representation for Weak Style Classification.

Shuhui Jiang Ming Shao Chengcheng Jia Yun Fu

Information Dropout: Learning Optimal Representations Through Noisy Computation.

Alessandro Achille Stefano Soatto

Hand-Object Contact Force Estimation from Markerless Visual Tracking.

Tu-Hoa Pham Nikolaos Kyriazis Antonis A. Argyros Abderrahmane Kheddar

Guaranteed Outlier Removal for Point Cloud Registration with Correspondences.

Álvaro Parra Bustos Tat-Jun Chin

Graph Matching with Adaptive and Branching Path Following.

Tao Wang Haibin Ling Congyan Lang Songhe Feng

Ensembles of Lasso Screening Rules.

Seunghak Lee Nico Görnitz Eric P. Xing David Heckerman Christoph Lippert

Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video.

Zhiwu Huang Ruiping Wang Shiguang Shan Luc Van Gool Xilin Chen

Clickstream Analysis for Crowd-Based Object Segmentation with Confidence.

Eric Heim Alexander Seitel Jonas Andrulis Fabian Isensee Christian Stock Tobias Roß Lena Maier-Hein

Action Recognition with Dynamic Image Networks.

Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi


Volume 40, Number 11, November 2018
Learning Building Extraction in Aerial Scenes with Convolutional Networks.

Jiangye Yuan

One-Pass Learning with Incremental and Decremental Features.

Chenping Hou Zhi-Hua Zhou

Max-Margin Deep Generative Models for (Semi-)Supervised Learning.

Chongxuan Li Jun Zhu Bo Zhang

Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures.

Ryo Yonetani Kris M. Kitani Yoichi Sato

Copula Based Classifier Fusion Under Statistical Dependence.

Onur Ozdemir Thomas G. Allen Sora Choi Thakshila Wimalajeewa Pramod K. Varshney

Continuous 3D Label Stereo Matching Using Local Expansion Moves.

Tatsunori Taniai Yasuyuki Matsushita Yoichi Sato Takeshi Naemura

Tracking Gaze and Visual Focus of Attention of People Involved in Social Interaction.

Benoit Massé Sileye O. Ba Radu Horaud

Photorealistic Monocular Gaze Redirection Using Machine Learning.

Daniil Kononenko Yaroslav Ganin Diana Sungatullina Victor S. Lempitsky

Disentangling the Modes of Variation in Unlabelled Data.

Mengjiao Wang Yannis Panagakis Patrick Snape Stefanos P. Zafeiriou

Recovering Joint and Individual Components in Facial Data.

Christos Sagonas Evangelos Ververas Yannis Panagakis Stefanos Zafeiriou

HeadFusion: 360° Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction.

Yu Yu Kenneth Alberto Funes Mora Jean-Marc Odobez

3D Reconstruction of "In-the-Wild" Faces in Images and Videos.

James Booth Anastasios Roussos Evangelos Ververas Epameinondas Antonakos Stylianos Ploumpis Yannis Panagakis Stefanos Zafeiriou

Visual Kinship Recognition of Families in the Wild.

Joseph P. Robinson Ming Shao Yue Wu Hongfu Liu Timothy Gillis Yun Fu

Efficient Group-n Encoding and Decoding for Facial Age Estimation.

Zichang Tan Jun Wan Zhen Lei Ruicong Zhi Guodong Guo Stan Z. Li

Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach.

Hu Han Anil K. Jain Fang Wang Shiguang Shan Xilin Chen

EAC-Net: Deep Nets with Enhancing and Cropping for Facial Action Unit Detection.

Wei Li Farnaz Abtahi Zhigang Zhu Lijun Yin

Recurrent Convolutional Shape Regression.

Wei Wang Sergey Tulyakov Nicu Sebe

PD2T: Person-Specific Detection, Deformable Tracking.

Grigorios G. Chrysos Stefanos Zafeiriou

Two-Stream Transformer Networks for Video-Based Face Alignment.

Hao Liu Jiwen Lu Jianjiang Feng Jie Zhou

Guest Editorial: The Computational Face.

Sergio Escalera Xavier Baró Isabelle Guyon Hugo Jair Escalante Georgios Tzimiropoulos Michel F. Valstar Maja Pantic Jeffrey F. Cohn Takeo Kanade


Volume 40, Number 10, October 2018
Response to "Ghost Numbers".

Munawar Hayat Mohammed Bennamoun Senjian An

Ghost Numbers.

Liang Chen David Casperson Lixin Gao

Structure-Aware Data Consolidation.

Shihao Wu Peter Bertholet Hui Huang Daniel Cohen-Or Minglun Gong Matthias Zwicker

S-CNN: Subcategory-Aware Convolutional Networks for Object Detection.

Tao Chen Shijian Lu Jiayuan Fan

Face Recognition via Collaborative Representation: Its Discriminant Nature and Superposed Representation.

Weihong Deng Jiani Hu Jun Guo

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.

Yang Long Li Liu Fumin Shen Ling Shao Xuelong Li

Robust Light Field Depth Estimation Using Occlusion-Noise Aware Data Costs.

In Kyu Park Kyoung Mu Lee

Partition Level Constrained Clustering.

Hongfu Liu Zhiqiang Tao Yun Fu

Object Segmentation Ensuring Consistency Across Multi-Viewpoint Images.

Seunghwa Jeong Jungjin Lee Bumki Kim Younghui Kim Junyong Noh

Isometric Non-Rigid Shape-from-Motion with Riemannian Geometry Solved in Linear Time.

Shaifali Parashar Daniel Pizarro Adrien Bartoli

Inextensible Non-Rigid Structure-from-Motion by Second-Order Cone Programming.

Ajad Chhatkuli Daniel Pizarro Toby Collins Adrien Bartoli

FVQA: Fact-Based Visual Question Answering.

Peng Wang Qi Wu Chunhua Shen Anthony R. Dick Anton van den Hengel

Event-Based, 6-DOF Camera Tracking from Photometric Depth Maps.

Guillermo Gallego Jon E. A. Lund Elias Mueggler Henri Rebecq Tobi Delbrück Davide Scaramuzza

Error-Correcting Factorization.

Miguel Ángel Bautista Oriol Pujol Fernando De la Torre Sergio Escalera

Dynamic Video Deblurring Using a Locally Adaptive Blur Model.

Tae Hyun Kim Seungjun Nah Kyoung Mu Lee

Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions.

Weiming Hu Guodong Tian Yongxin Kang Chunfeng Yuan Stephen J. Maybank

Discriminative Multiple Instance Hyperspectral Target Characterization.

Alina Zare Changzhe Jiao Taylor C. Glenn

Deblurring Low-Light Images with Light Streaks.

Zhe Hu Sunghyun Cho Jue Wang Ming-Hsuan Yang

Deblurring Images via Dark Channel Prior.

Jinshan Pan Deqing Sun Hanspeter Pfister Ming-Hsuan Yang

Cross-Modal Scene Networks.

Yusuf Aytar Lluís Castrejón Carl Vondrick Hamed Pirsiavash Antonio Torralba

Characterization of Color Images with Multiscale Monogenic Maxima.

Raphaël Soulard Philippe Carré


Volume 40, Number 9, September 2018
Sharable and Individual Multi-View Metric Learning.

Junlin Hu Jiwen Lu Yap-Peng Tan

Foreground Segmentation with Tree-Structured Sparse RPCA.

Salehe Erfanian Ebadi Ebroul Izquierdo

Bayesian Helmholtz Stereopsis with Integrability Prior.

Nadejda Roubtsova Jean-Yves Guillemaut

Viewpoint-Consistent 3D Face Alignment.

Sergey Tulyakov László A. Jeni Jeffrey F. Cohn Nicu Sebe

SimiNet: A Novel Method for Quantifying Brain Network Similarity.

Ahmad Mheich Mahmoud Hassan Mohamad Khalil Vincent Gripon Olivier Dufor Fabrice Wendling

Self-Expressive Dictionary Learning for Dynamic 3D Reconstruction.

Enliang Zheng Dinghuang Ji Enrique Dunn Jan-Michael Frahm

Probabilistic Framework for the Characterization of Surfaces and Edges in Range Images, with Application to Edge Detection.

Antoine Lejeune Jacques G. Verly Marc Van Droogenbroeck

Learning from Narrated Instruction Videos.

Jean-Baptiste Alayrac Piotr Bojanowski Nishant Agrawal Josef Sivic Ivan Laptev Simon Lacoste-Julien

Image Visual Realism: From Human Perception to Machine Computation.

Shaojing Fan Tian-Tsong Ng Bryan L. Koenig Jonathan S. Herberg Ming Jiang Zhiqi Shen Qi Zhao

Highly Articulated Kinematic Structure Estimation Combining Motion and Skeleton Information.

Hyung Jin Chang Yiannis Demiris

Hierarchical Sparse Representation for Robust Image Registration.

Yeqing Li Chen Chen Fei Yang Junzhou Huang

Force-Based Representation for Non-Rigid Shape and Elastic Model Estimation.

Antonio Agudo Francesc Moreno-Noguer

Fixed Points of Belief Propagation - An Analysis via Polynomial Homotopy Continuation.

Christian Knoll Dhagash Mehta Tianran Chen Franz Pernkopf

Crafting GBD-Net for Object Detection.

Xingyu Zeng Wanli Ouyang Junjie Yan Hongsheng Li Tong Xiao Kun Wang Yu Liu Yucong Zhou Bin Yang Zhe Wang Hui Zhou Xiaogang Wang

Coresets for Triangulation.

Qianggong Zhang Tat-Jun Chin

Colour Constancy Beyond the Classical Receptive Field.

Arash Akbarinia C. Alejandro Párraga

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications.

Fanhua Shang James Cheng Yuanyuan Liu Zhi-Quan Luo Zhouchen Lin

A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling.

Umar Asif Mohammed Bennamoun Ferdous Ahmed Sohel

A Functional Regression Approach to Facial Landmark Tracking.

Enrique Sánchez-Lozano Georgios Tzimiropoulos Brais Martínez Fernando De la Torre Michel F. Valstar


Volume 40, Number 8, August 2018
Visual Recognition in RGB Images and Videos by Learning from RGB-D Data.

Wen Li Lin Chen Dong Xu Luc Van Gool

A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.

Jamshid Sourati Murat Akçakaya Deniz Erdogmus Todd K. Leen Jennifer G. Dy

Zero-Shot Learning on Semantic Class Prototype Graph.

Zhenyong Fu Tao Xiang Elyor Kodirov Shaogang Gong

Tracking-by-Detection of 3D Human Shapes: From Surfaces to Volumes.

Chun-Hao Huang Benjamin Allain Edmond Boyer Jean-Sébastien Franco Federico Tombari Nassir Navab Slobodan Ilic

Simultaneous Local Binary Feature Learning and Encoding for Homogeneous and Heterogeneous Face Recognition.

Jiwen Lu Venice Erin Liong Jie Zhou

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications.

Zhuwen Li Loong-Fah Cheong Shuoguang Yang Kim-Chuan Toh

Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction.

Hossein Soleimani James Hensman Suchi Saria

Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning.

Stamatios Georgoulis Konstantinos Rematas Tobias Ritschel Efstratios Gavves Mario Fritz Luc Van Gool Tinne Tuytelaars

Piecewise-Planar StereoScan: Sequential Structure and Motion Using Plane Primitives.

Carolina Raposo Michel Antunes João P. Barreto

Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition.

Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.

Qi Xie Qian Zhao Deyu Meng Zongben Xu

Jointly Learning Deep Features, Deformable Parts, Occlusion and Classification for Pedestrian Detection.

Wanli Ouyang Hui Zhou Hongsheng Li Quanquan Li Junjie Yan Xiaogang Wang

Gaussian Process Morphable Models.

Marcel Lüthi Thomas Gerig Christoph Jud Thomas Vetter

Faceness-Net: Face Detection through Deep Facial Part Responses.

Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang

Discriminatively Trained Latent Ordinal Model for Video Classification.

Karan Sikka Gaurav Sharma

Deep Learning Markov Random Field for Semantic Segmentation.

Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang

Best-Buddies Similarity - Robust Template Matching Using Mutual Nearest Neighbors.

Shaul Oron Tali Dekel Tianfan Xue William T. Freeman Shai Avidan

3D Reconstruction in the Presence of Glass and Mirrors by Acoustic and Visual Fusion.

Yu Zhang Mao Ye Dinesh Manocha Ruigang Yang


Volume 40, Number 7, July 2018
Transduction on Directed Graphs via Absorbing Random Walks.

Jaydeep De Xiaowei Zhang Feng Lin Li Cheng

The Kendall and Mallows Kernels for Permutations.

Yunlong Jiao Jean-Philippe Vert

Semantic Object Segmentation in Tagged Videos via Detection.

Yu Zhang Xiaowu Chen Jia Li Chen Wang Changqun Xia Jun Li

Robust Online Matrix Factorization for Dynamic Background Subtraction.

Hongwei Yong Deyu Meng Wangmeng Zuo Lei Zhang

Proposal Flow: Semantic Correspondences from Object Proposals.

Bumsub Ham Minsu Cho Cordelia Schmid Jean Ponce

Multi-Gait Recognition Based on Attribute Discovery.

Xin Chen Jian Weng Wei Lu Jiaming Xu

Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies.

Lisa M. Koch Martin Rajchl Wenjia Bai Christian F. Baumgartner Tong Tong Jonathan Passerat-Palmbach Paul Aljabar Daniel Rueckert

Maximum Persistency via Iterative Relaxed Inference in Graphical Models.

Alexander Shekhovtsov Paul Swoboda Bogdan Savchynskyy

Learning from Ambiguously Labeled Face Images.

Ching-Hui Chen Vishal M. Patel Rama Chellappa

Learning and Inferring "Dark Matter" and Predicting Human Intents and Trajectories in Videos.

Dan Xie Tianmin Shu Sinisa Todorovic Song-Chun Zhu

Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning.

Peixi Peng Yonghong Tian Tao Xiang Yaowei Wang Massimiliano Pontil Tiejun Huang

Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification.

Yi Wang Jianwu Wan Jun Guo Yiu-Ming Cheung Pong C. Yuen

ELD-Net: An Efficient Deep Learning Architecture for Accurate Saliency Detection.

Gayoung Lee Yu-Wing Tai Junmo Kim

Dense 3D Face Correspondence.

Syed Zulqarnain Gilani Ajmal S. Mian Faisal Shafait Ian Reid

Collocation for Diffeomorphic Deformations in Medical Image Registration.

Sune Darkner Akshay Pai Matthew G. Liptrot Jon Sporring

Attribute And-Or Grammar for Joint Parsing of Human Pose, Parts and Attributes.

Seyoung Park Bruce Xiaohan Nie Song-Chun Zhu

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification.

Maksim Lapin Matthias Hein Bernt Schiele


Volume 40, Number 6, June 2018
Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search.

Yeqing Li Wei Liu Junzhou Huang

Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy.

Mingliang Chen Xing Wei Qingxiong Yang Qing Li Gang Wang Ming-Hsuan Yang

Long-Term Temporal Convolutions for Action Recognition.

Gül Varol Ivan Laptev Cordelia Schmid

Learning Semantic Part-Based Models from Google Images.

Davide Modolo Vittorio Ferrari

Gracker: A Graph-Based Planar Object Tracker.

Tao Wang Haibin Ling

Scene Segmentation with DAG-Recurrent Neural Networks.

Bing Shuai Zhen Zuo Bing Wang Gang Wang

Robust 3D Object Tracking from Monocular Images Using Stable Parts.

Alberto Crivellaro Mahdi Rad Yannick Verdie Kwang Moo Yi Pascal Fua Vincent Lepetit

Places: A 10 Million Image Database for Scene Recognition.

Bolei Zhou Àgata Lapedriza Aditya Khosla Aude Oliva Antonio Torralba

NetVLAD: CNN Architecture for Weakly Supervised Place Recognition.

Relja Arandjelovic Petr Gronát Akihiko Torii Tomás Pajdla Josef Sivic

Matching by Monotonic Tone Mapping.

György Kovács

Joint Multi-Leaf Segmentation, Alignment, and Tracking for Fluorescence Plant Videos.

Xi Yin Xiaoming Liu Jin Chen David M. Kramer

Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization.

Georgios D. Evangelidis Radu Horaud

Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation.

Fatemehsadat Saleh Mohammad Sadegh Ali Akbarian Mathieu Salzmann Lars Petersson Jose M. Alvarez Stephen Gould

Image Captioning and Visual Question Answering Based on Attributes and External Knowledge.

Qi Wu Chunhua Shen Peng Wang Anthony R. Dick Anton van den Hengel

Exploring Context with Deep Structured Models for Semantic Segmentation.

Guosheng Lin Chunhua Shen Anton van den Hengel Ian Reid

Deformation Based Curved Shape Representation.

Girum G. Demisse Djamila Aouada Björn E. Ottersten

Data Visualization with Structural Control of Global Cohort and Local Data Neighborhoods.

Tingting Mu John Yannis Goulermas Sophia Ananiadou

Bilinear Convolutional Neural Networks for Fine-Grained Visual Recognition.

Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji

A Bayesian Approach to Policy Recognition and State Representation Learning.

Adrian Sosic Abdelhak M. Zoubir Heinz Koeppl

3D Object Localisation from Multi-View Image Detections.

Cosimo Rubino Marco Crocco Alessio Del Bue


Volume 40, Number 5, May 2018
Efficient 2D and 3D Facade Segmentation Using Auto-Context.

Raghudeep Gadde Varun Jampani Renaud Marlet Peter V. Gehler

3D Object Proposals Using Stereo Imagery for Accurate Object Class Detection.

Xiaozhi Chen Kaustav Kundu Yukun Zhu Huimin Ma Sanja Fidler Raquel Urtasun

Shakeout: A New Approach to Regularized Deep Neural Network Training.

Guoliang Kang Jun Li Dacheng Tao

SIFT Meets CNN: A Decade Survey of Instance Retrieval.

Liang Zheng Yi Yang Qi Tian

Sequential Optimization for Efficient High-Quality Object Proposal Generation.

Ziming Zhang Yun Liu Xi Chen Yanjun Zhu Ming-Ming Cheng Venkatesh Saligrama Philip H. S. Torr

A Novel Linelet-Based Representation for Line Segment Detection.

Nam-Gyu Cho Alan L. Yuille Seong-Whan Lee

Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications.

Hang Chang Ju Han Cheng Zhong Antoine Snijders Jian-Hua Mao

Multi-Task Learning with Low Rank Attribute Embedding for Multi-Camera Person Re-Identification.

Chi Su Fan Yang Shiliang Zhang Qi Tian Larry S. Davis Wen Gao

Collaborative Index Embedding for Image Retrieval.

Wengang Zhou Houqiang Li Jian Sun Qi Tian

Context-Aware Local Binary Feature Learning for Face Recognition.

Yueqi Duan Jiwen Lu Jianjiang Feng Jie Zhou

Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences.

George Trigeorgis Mihalis A. Nicolaou Björn W. Schuller Stefanos Zafeiriou

Domain Generalization and Adaptation Using Low Rank Exemplar SVMs.

Wen Li Zheng Xu Dong Xu Dengxin Dai Luc Van Gool

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation.

Zhe Xu Shaoli Huang Ya Zhang Dacheng Tao

Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion.

Israel D. Gebru Sileye O. Ba Xiaofei Li Radu Horaud

BreakingNews: Article Annotation by Image and Text Processing.

Arnau Ramisa Fei Yan Francesc Moreno-Noguer Krystian Mikolajczyk

Hetero-Manifold Regularisation for Cross-Modal Hashing.

Feng Zheng Yi Tang Ling Shao

Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos.

Amir Shahroudy Tian-Tsong Ng Yihong Gong Gang Wang

Learning Compositional Sparse Bimodal Models.

Suren Kumar Vikas Dhiman Parker A. Koch Jason J. Corso

Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis.

Trevor Darrell Christoph Lampert Nicu Sebe Ying Wu Yan Yan


Volume 40, Number 4, April 2018
Video Super-Resolution via Bidirectional Recurrent Convolutional Networks.

Yan Huang Wei Wang Liang Wang

Trunk-Branch Ensemble Convolutional Neural Networks for Video-Based Face Recognition.

Changxing Ding Dacheng Tao

Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment.

Junliang Xing Zhiheng Niu Junshi Huang Weiming Hu Xi Zhou Shuicheng Yan

Towards Reaching Human Performance in Pedestrian Detection.

Shanshan Zhang Rodrigo Benenson Mohamed Omran Jan Hendrik Hosang Bernt Schiele

Robust Relative Rotation Averaging.

Avishek Chatterjee Venu Madhav Govindu

Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks.

Cesc Chunseong Park Youngjin Kim Gunhee Kim

Rethinking the sGLOH Descriptor.

Fabio Bellavia Carlo Colombo

Probabilistic Elastic Part Model: A Pose-Invariant Representation for Real-World Face Verification.

Haoxiang Li Gang Hua

Personalized Age Progression with Bi-Level Aging Dictionary Learning.

Xiangbo Shu Jinhui Tang Zechao Li Hanjiang Lai Liyan Zhang Shuicheng Yan

Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets.

Ali Gooya Karim Lekadir Isaac Castro-Mateos José María Pozo Alejandro F. Frangi

Learning Trans-Dimensional Random Fields with Applications to Language Modeling.

Bin Wang Zhijian Ou Zhiqiang Tan

Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree.

Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu

Drawing and Recognizing Chinese Characters with Recurrent Neural Network.

Xu-Yao Zhang Fei Yin Yan-Ming Zhang Cheng-Lin Liu Yoshua Bengio

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.

Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan L. Yuille

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks.

Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool

Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3.

Vincenzo Carletti Pasquale Foggia Alessia Saggese Mario Vento

Automatic Camera Calibration Using Multiple Sets of Pairwise Correspondences.

Francisco Vasconcelos João Pedro Barreto Edmond Boyer

A Survey on Learning to Hash.

Jingdong Wang Ting Zhang Jingkuan Song Nicu Sebe Heng Tao Shen


Volume 40, Number 3, March 2018
The Extreme Value Machine.

Ethan M. Rudd Lalit P. Jain Walter J. Scheirer Terrance E. Boult

Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency.

Przemyslaw Glowacki Miguel Amável Pinheiro Agata Mosinska Engin Türetken Daniel Lebrecht Raphael Sznitman Anthony Holtmaat Jan Kybic Pascal Fua

SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera.

Ting-Chun Wang Manmohan Chandraker Alexei A. Efros Ravi Ramamoorthi

Spectral Learning for Supervised Topic Models.

Yong Ren Yining Wang Jun Zhu

Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar.

Xiaobai Liu Yibiao Zhao Song-Chun Zhu

Progressive Minimal Path Method for Segmentation of 2D and 3D Line Structures.

Wei Liao Stefan Wörz Chang-Ki Kang Zang-Hee Cho Karl Rohr

Leave-One-Out Kernel Optimization for Shadow Detection and Removal.

Tomas F. Yago Vicente Minh Hoai Dimitris Samaras

Learning a Deep Model for Human Action Recognition from Novel Viewpoints.

Hossein Rahmani Ajmal S. Mian Mubarak Shah

Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels.

Yong-Jin Liu Minjing Yu Bing-Jun Li Ying He

Fast Median Filtering for Phase or Orientation Data.

Martin Storath Andreas Weinmann

Embedding Based on Function Approximation for Large Scale Image Search.

Thanh-Toan Do Ngai-Man Cheung

Direct Sparse Odometry.

Jakob Engel Vladlen Koltun Daniel Cremers

Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking.

Seung Hwan Bae Kuk-Jin Yoon

Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach.

Gang Hua Chengjiang Long Ming Yang Yan Gao

Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes.

Afshin Dehghan Mubarak Shah

Binary Online Learned Descriptors.

Vassileios Balntas Hongying Lilian Tang Krystian Mikolajczyk

A Unified Framework for Tracking Based Text Detection and Recognition from Web Videos.

Shu Tian Xu-Cheng Yin Ya Su Hong-Wei Hao

A Unified Alternating Direction Method of Multipliers by Majorization Minimization.

Canyi Lu Jiashi Feng Shuicheng Yan Zhouchen Lin

A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images.

Ugo Moschini Arnold Meijster Michael H. F. Wilkinson


Volume 40, Number 2, February 2018
Multiview Rectification of Folded Documents.

Shaodi You Yasuyuki Matsushita Sudipta N. Sinha Yusuke Bou Katsushi Ikeuchi

Multi-Target Regression via Robust Low-Rank Learning.

Xiantong Zhen Mengyang Yu Xiaofei He Shuo Li

Fast Supervised Discrete Hashing.

Jie Gui Tongliang Liu Zhenan Sun Dacheng Tao Tieniu Tan

Algebraic Clustering of Affine Subspaces.

Manolis C. Tsakiris René Vidal

Watch-n-Patch: Unsupervised Learning of Actions and Relations.

Chenxia Wu Jiemi Zhang Ozan Sener Bart Selman Silvio Savarese Ashutosh Saxena

Template Matching via Densities on the Roto-Translation Group.

Erik J. Bekkers Marco Loog Bart M. ter Haar Romeny Remco Duits

Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks.

Huei-Fang Yang Kevin Lin Chu-Song Chen

Shading-Based Surface Detail Recovery Under General Unknown Illumination.

Di Xu Qi Duan Jianmin Zheng Juyong Zhang Jianfei Cai Tat-Jen Cham

Separability-Oriented Subclass Discriminant Analysis.

Huan Wan Hui Wang Gongde Guo Xin Wei

Person Re-Identification by Camera Correlation Aware Feature Augmentation.

Ying-Cong Chen Xiatian Zhu Wei-Shi Zheng Jian-Huang Lai

Fast Randomized Singular Value Thresholding for Low-Rank Optimization.

Tae-Hyun Oh Yasuyuki Matsushita Yu-Wing Tai In So Kweon

Expression-Invariant Age Estimation Using Structured Learning.

Zhongyu Lou Fares Alnajar José Manuel Álvarez Ninghang Hu Theo Gevers

Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks.

Yu-Gang Jiang Zuxuan Wu Jun Wang Xiangyang Xue Shih-Fu Chang

Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers.

Yunlian Sun Man Zhang Zhenan Sun Tieniu Tan

Deep Unfolding for Topic Models.

Jen-Tzung Chien Chao-Hsi Lee

Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators.

Odyssée Merveille Hugues Talbot Laurent Najman Nicolas Passat

Clustering Millions of Faces by Identity.

Charles Otto Dayong Wang Anil K. Jain

Boosted Random Ferns for Object Detection.

Michael Villamizar Juan Andrade-Cetto Alberto Sanfeliu Francesc Moreno-Noguer

24/7 Place Recognition by View Synthesis.

Akihiko Torii Relja Arandjelovic Josef Sivic Masatoshi Okutomi Tomás Pajdla


Volume 40, Number 1, January 2018
The Manhattan Frame Model - Manhattan World Inference in the Space of Surface Normals.

Julian Straub Oren Freifeld Guy Rosman John J. Leonard John W. Fisher III

SymPS: BRDF Symmetry Guided Photometric Stereo for Shape and Light Source Estimation.

Feng Lu Xiaowu Chen Imari Sato Yoichi Sato

Robust Matrix Factorization by Majorization Minimization.

Zhouchen Lin Chen Xu Hongbin Zha

Robust Guided Image Filtering Using Nonconvex Potentials.

Bumsub Ham Minsu Cho Jean Ponce

Multiresolution Search of the Rigid Motion Space for Intensity-Based Registration.

Behrooz Nasihatkon Fredrik Kahl

Multi-Dimensional Sparse Models.

Na Qi Yunhui Shi Xiaoyan Sun Jingdong Wang Baocai Yin Junbin Gao

Longitudinal Study of Automatic Face Recognition.

Lacey Best-Rowden Anil K. Jain

Light Field Reconstruction Using Shearlet Transform.

Suren Vagharshakyan Robert Bregovic Atanas P. Gotchev

Latent-Class Hough Forests for 6 DoF Object Pose Estimation.

Alykhan Tejani Rigas Kouskouridas Andreas Doumanoglou Danhang Tang Tae-Kyun Kim

Generative Local Metric Learning for Nearest Neighbor Classification.

Yung-Kyun Noh Byoung-Tak Zhang Daniel D. Lee

Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis.

Yung-Kyun Noh Jihun Hamm Frank Chongwoo Park Byoung-Tak Zhang Daniel D. Lee

Discriminative Dimensionality Reduction for Multi-Dimensional Sequences.

Bing Su Xiaoqing Ding Hao Wang Ying Wu

Direct Least Square Fitting of Hyperellipsoids.

Martti Kesaniemi Kai Virtanen

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods.

Mehrtash Tafazzoli Harandi Mathieu Salzmann Richard I. Hartley

CODE: Coherence Based Decision Boundaries for Feature Correspondence.

Wen-Yan Lin Fan Wang Ming-Ming Cheng Sai-Kit Yeung Philip H. S. Torr Minh N. Do Jiangbo Lu

Saliency-Aware Video Object Segmentation.

Wenguan Wang Jianbing Shen Ruigang Yang Fatih Porikli

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification.

Liang Lin Keze Wang Deyu Meng Wangmeng Zuo Lei Zhang

State of the Journal.

Sven J. Dickinson