TPAMI - volume 42 - 2020 论文列表 |
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Volume 42, Number 12, December 2020
Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations.
Xian Wei Hao Shen Martin Kleinsteuber
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes.Mandar Dixit Yunsheng Li Nuno Vasconcelos
Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning.Wei Zhang Bairui Wang Lin Ma Wei Liu
Real-World Image Denoising with Deep Boosting.Chang Chen Zhiwei Xiong Xinmei Tian Zheng-Jun Zha Feng Wu
One Shot Segmentation: Unifying Rigid Detection and Non-Rigid Segmentation Using Elastic Regularization.Jacinto C. Nascimento Gustavo Carneiro
On the Robustness of Semantic Segmentation Models to Adversarial Attacks.Anurag Arnab Ondrej Miksik Philip H. S. Torr
On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems.Risheng Liu Shichao Cheng Yi He Xin Fan Zhouchen Lin Zhongxuan Luo
Local Deformable 3D Reconstruction with Cartan's Connections.Shaifali Parashar Daniel Pizarro Adrien Bartoli
Guided Attention Inference Network.Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Yun Fu
Gravitational Laws of Focus of Attention.Dario Zanca Stefano Melacci Marco Gori
CoRRN: Cooperative Reflection Removal Network.Renjie Wan Boxin Shi Haoliang Li Ling-Yu Duan Ah-Hwee Tan Alex C. Kot
Volume 42, Number 11, November 2020
Shujian Yu Luis Gonzalo Sánchez Giraldo Robert Jenssen José C. Príncipe
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data.Thomas Köhler Michel Bätz Farzad Naderi André Kaup Andreas Maier Christian Riess
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes.Xin Yu Basura Fernando Richard Hartley Fatih Porikli
Recomputation of the Dense Layers for Performance Improvement of DCNN.Yimin Yang Q. M. Jonathan Wu Xiexing Feng Thangarajah Akilan
MOSES: A Streaming Algorithm for Linear Dimensionality Reduction.Armin Eftekhari Raphael A. Hauser Andreas Grammenos
Matched Filters for Noisy Induced Subgraph Detection.Daniel L. Sussman Youngser Park Carey E. Priebe Vince Lyzinski
Local-Aggregation Graph Networks.Jianlong Chang Lingfeng Wang Gaofeng Meng Qi Zhang Shiming Xiang Chunhong Pan
Learning Visual Instance Retrieval from Failure: Efficient Online Local Metric Adaptation from Negative Samples. Learning Low-Dimensional Temporal Representations with Latent Alignments. $\mathbb {H}$H-Patches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors.Vassileios Balntas Karel Lenc Andrea Vedaldi Tinne Tuytelaars Jiri Matas Krystian Mikolajczyk
Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning.Yukai Shi Guanbin Li Qingxing Cao Keze Wang Liang Lin
Direction-Aware Spatial Context Features for Shadow Detection and Removal.Xiaowei Hu Chi-Wing Fu Lei Zhu Jing Qin Pheng-Ann Heng
Deep Imbalanced Learning for Face Recognition and Attribute Prediction.Chen Huang Yining Li Chen Change Loy Xiaoou Tang
DART: Distribution Aware Retinal Transform for Event-Based Cameras.Bharath Ramesh Hong Yang Garrick Orchard Ngoc Anh Le Thi Shihao Zhang Cheng Xiang
Context Based Emotion Recognition Using EMOTIC Dataset.Ronak Kosti Jose M. Alvarez Adrià Recasens Àgata Lapedriza
A Functional Representation for Graph Matching.Fudong Wang Nan Xue Yipeng Zhang Gui-Song Xia Marcello Pelillo
Volume 42, Number 10, October 2020
Xinxin Zuo Sen Wang Jiangbin Zheng Zhigeng Pan Ruigang Yang
The ApolloScape Open Dataset for Autonomous Driving and Its Application.Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding.Jun Liu Amir Shahroudy Mauricio Perez Gang Wang Ling-Yu Duan Alex C. Kot
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. Globally Optimal Inlier Set Maximization for Atlanta World Understanding.Kyungdon Joo Tae-Hyun Oh In So Kweon Jean-Charles Bazin
Zig-Zag Network for Semantic Segmentation of RGB-D Images. Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding.Chenxu Luo Zhenheng Yang Peng Wang Yang Wang Wei Xu Ram Nevatia Alan L. Yuille
Joint Task-Recursive Learning for RGB-D Scene Understanding.Zhenyu Zhang Zhen Cui Chunyan Xu Zequn Jie Xiang Li Jian Yang
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition.Amor Ben Tanfous Hassen Drira Boulbaba Ben Amor
Learning with Privileged Information via Adversarial Discriminative Modality Distillation.Nuno C. Garcia Pietro Morerio Vittorio Murino
Local-LDA: Open-Ended Learning of Latent Topics for 3D Object Recognition.S. Hamidreza Kasaei Luís Seabra Lopes Ana Maria Tomé
Robust RGB-D Face Recognition Using Attribute-Aware Loss.Luo Jiang Juyong Zhang Bailin Deng
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences.Nikolas Hesse Sergi Pujades Michael J. Black Michael Arens Ulrich G. Hofmann A. Sebastian Schroeder
DoubleFusion: Real-Time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor.Tao Yu Jianhui Zhao Zerong Zheng Kaiwen Guo Qionghai Dai Hao Li Gerard Pons-Moll Yebin Liu
UnstructuredFusion: Realtime 4D Geometry and Texture Reconstruction Using Commercial RGBD Cameras.Lan Xu Zhuo Su Lei Han Tao Yu Yebin Liu Lu Fang
SurfelMeshing: Online Surfel-Based Mesh Reconstruction.Thomas Schöps Torsten Sattler Marc Pollefeys
Unsupervised Deep Visual-Inertial Odometry with Online Error Correction for RGB-D Imagery.E. Jared Shamwell Kyle Lindgren Sarah Leung William D. Nothwang
Real-Time RGB-D Camera Pose Estimation in Novel Scenes Using a Relocalisation Cascade.Tommaso Cavallari Stuart Golodetz Nicholas A. Lord Julien P. C. Valentin Victor Adrian Prisacariu Luigi di Stefano Philip H. S. Torr
Photometric Depth Super-Resolution.Bjoern Haefner Songyou Peng Alok Verma Yvain Quéau Daniel Cremers
Learned Dynamic Guidance for Depth Image Reconstruction.Shuhang Gu Shi Guo Wangmeng Zuo Yunjin Chen Radu Timofte Luc Van Gool Lei Zhang
Confidence Propagation through CNNs for Guided Sparse Depth Regression.Abdelrahman Eldesokey Michael Felsberg Fahad Shahbaz Khan
Semi-Supervised Adversarial Monocular Depth Estimation.Rongrong Ji Ke Li Yan Wang Xiaoshuai Sun Feng Guo Xiaowei Guo Yongjian Wu Feiyue Huang Jiebo Luo
Unsupervised Domain Adaptation for Depth Prediction from Images.Alessio Tonioni Matteo Poggi Stefano Mattoccia Luigi di Stefano
Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks.Andrea Pilzer Stéphane Lathuilière Dan Xu Mihai Marian Puscas Elisa Ricci Nicu Sebe
Learning Depth with Convolutional Spatial Propagation Network.Xinjing Cheng Peng Wang Ruigang Yang
Snapshot Compressive ToF+Spectral Imaging via Optimized Color-Coded Apertures.Hoover Rueda-Chacon Juan F. Florez-Ospina Daniel L. Lau Gonzalo R. Arce
Intel® RealSense™ SR300 Coded Light Depth Camera.Aviad Zabatani Vitaly Surazhsky Erez Sperling Sagi Ben-Moshe Ohad Menashe David H. Silver Zachi Karni Alexander M. Bronstein Michael M. Bronstein Ron Kimmel
Guest Editors' Introduction to the Special Issue on RGB-D Vision: Methods and Applications.Mohammed Bennamoun Yulan Guo Federico Tombari Kamal Youcef-Toumi Ko Nishino
Volume 42, Number 9, September 2020
Adam Scholefield Alireza Ghasemi Martin Vetterli
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos.Oscar Koller Necati Cihan Camgöz Hermann Ney Richard Bowden
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.Dongxiang Zhang Lei Wang Luming Zhang Bing Tian Dai Heng Tao Shen
Properties of Mean Shift.Ryoya Yamasaki Toshiyuki Tanaka
On Perfect Clustering of High Dimension, Low Sample Size Data. Multi-Source Causal Feature Selection.Kui Yu Lin Liu Jiuyong Li Wei Ding Thuc Duy Le
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle.Rana Ali Amjad Bernhard C. Geiger
Learning More Universal Representations for Transfer-Learning.Youssef Tamaazousti Hervé Le Borgne Céline Hudelot Mohamed El Amine Seddik Mohamed Tamaazousti
Learning Complexity-Aware Cascades for Pedestrian Detection.Zhaowei Cai Mohammad J. Saberian Nuno Vasconcelos
Hierarchical Gaussian Descriptors with Application to Person Re-Identification.Tetsu Matsukawa Takahiro Okabe Einoshin Suzuki Yoichi Sato
Defining Image Memorability Using the Visual Memory Schema.Erdem Akagündüz Adrian G. Bors Karla K. Evans
Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces.Xin Yu Fatemeh Shiri Bernard Ghanem Fatih Porikli
Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. Age from Faces in the Deep Learning Revolution.Vincenzo Carletti Antonio Greco Gennaro Percannella Mario Vento
Absolute Cluster Validity.Félix Iglesias Tanja Zseby Arthur Zimek
A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis.Shangfei Wang Zhuangqiang Zheng Shi Yin Jiajia Yang Qiang Ji
A Comprehensive Analysis of Deep Regression.Stéphane Lathuilière Pablo Mesejo Xavier Alameda-Pineda Radu Horaud
Volume 42, Number 8, August 2020
Federico Paredes-Vallés Kirk Y. W. Scheper Guido C. H. E. de Croon
Towards Efficient U-Nets: A Coupled and Quantized Approach.Zhiqiang Tang Xi Peng Kang Li Dimitris N. Metaxas
Tensor Graphical Model: Non-Convex Optimization and Statistical Inference.Xiang Lyu Will Wei Sun Zhaoran Wang Han Liu Jian Yang Guang Cheng
Squeeze-and-Excitation Networks.Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu
ROAM: A Rich Object Appearance Model with Application to Rotoscoping.Juan-Manuel Pérez-Rúa Ondrej Miksik Tomás Crivelli Patrick Bouthemy Philip H. S. Torr Patrick Pérez
Recognizing Material Properties from Images. On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks.Jeremias Sulam Aviad Aberdam Amir Beck Michael Elad
Motion-Guided Cascaded Refinement Network for Video Object Segmentation.Ping Hu Gang Wang Xiangfei Kong Jason Kuen Yap-Peng Tan
Learning to Index for Nearest Neighbor Search.Chih-Yi Chiu Amorntip Prayoonwong Yin-Chih Liao
Learning of Gaussian Processes in Distributed and Communication Limited Systems.Mostafa Tavassolipour Seyed Abolfazl Motahari Mohammad Taghi Manzuri Shalmani
Inferring Salient Objects from Human Fixations.Wenguan Wang Jianbing Shen Xingping Dong Ali Borji Ruigang Yang
Generalized Feedback Loop for Joint Hand-Object Pose Estimation.Markus Oberweger Paul Wohlhart Vincent Lepetit
Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Network.Wenda Zhao Fan Zhao Dong Wang Huchuan Lu
Contactless Biometric Identification Using 3D Finger Knuckle Patterns. Back to the Future: Radial Basis Function Network Revisited. A Simple and Fast Algorithm for L1-Norm Kernel PCA. A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes. A Continuation Method for Graph Matching Based Feature Correspondence.Volume 42, Number 7, July 2020
Yong-Jin Liu Yiheng Han Zipeng Ye Yu-Kun Lai
Border-Peeling Clustering.Hadar Averbuch-Elor Nadav Bar Daniel Cohen-Or
Asymmetric Mapping Quantization for Nearest Neighbor Search.Weixiang Hong Xueyan Tang Jingjing Meng Junsong Yuan
Unsupervised Tracklet Person Re-Identification.Minxian Li Xiatian Zhu Shaogang Gong
Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation.Dingwen Zhang Junwei Han Yu Zhang Dong Xu
Optimal Transport in Reproducing Kernel Hilbert Spaces: Theory and Applications.Zhen Zhang Mianzhi Wang Arye Nehorai
Online Nearest Neighbor Search Using Hamming Weight Trees.Sepehr Eghbali Mohammad Hassan Zokaei Ashtiani Ladan Tahvildari
Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection.Ehsan Adeli Xiaorui Li Dongjin Kwon Yong Zhang Kilian M. Pohl
Learning Multiple Local Metrics: Global Consideration Helps.Han-Jia Ye De-Chuan Zhan Nan Li Yuan Jiang
Hiding Images within Images. Ambiguity-Free Radiometric Calibration for Internet Photo Collections.Zhipeng Mo Boxin Shi Sai-Kit Yeung Yasuyuki Matsushita
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization.Yu Chen Chunhua Shen Hao Chen Xiu-Shen Wei Lingqiao Liu Jian Yang
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors.Julien N. P. Martel Lorenz K. Müller Stephen J. Carey Piotr Dudek Gordon Wetzstein
One-Bit Time-Resolved Imaging.Ayush Bhandari Miguel Heredia Conde Otmar Loffeld
PhlatCam: Designed Phase-Mask Based Thin Lensless Camera.Vivek Boominathan Jesse K. Adams Jacob T. Robinson Ashok Veeraraghavan
SweepCam - Depth-Aware Lensless Imaging Using Programmable Masks.Yi Hua Shigeki Nakamura M. Salman Asif Aswin C. Sankaranarayanan
Shape and Reflectance Reconstruction Using Concentric Multi-Spectral Light Field.Mingyuan Zhou Yuqi Ding Yu Ji S. Susan Young Jingyi Yu Jinwei Ye
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method.J. Matías Di Martino Fernando Suzacq Mauricio Delbracio Qiang Qiu Guillermo Sapiro
Neural Opacity Point Cloud.Cen Wang Minye Wu Ziyu Wang Liao Wang Hao Sheng Jingyi Yu
Deep Slow Motion Video Reconstruction With Hybrid Imaging System.Avinash Paliwal Nima Khademi Kalantari
Distance Surface for Event-Based Optical Flow.Mohammed Almatrafi Raymond Baldwin Kiyoharu Aizawa Keigo Hirakawa
Guest Editors' Introduction to the Special Section on Computational Photography.Volume 42, Number 6, June 2020
Jufeng Yang Jie Liang Kai Wang Paul L. Rosin Ming-Hsuan Yang
Multilabel Deep Visual-Semantic Embedding. Learning Local Metrics and Influential Regions for Classification.Mingzhi Dong Yujiang Wang Xiaochen Yang Jing-Hao Xue
Joint Segmentation and Path Classification of Curvilinear Structures.Agata Mosinska Mateusz Kozinski Pascal Fua
Unsupervised Video Matting via Sparse and Low-Rank Representation.Dongqing Zou Xiaowu Chen Guangying Cao Xiaogang Wang
Training Faster by Separating Modes of Variation in Batch-Normalized Models. Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications.Benjamin D. Haeffele René Vidal
Skeleton-Based Online Action Prediction Using Scale Selection Network.Jun Liu Amir Shahroudy Gang Wang Ling-Yu Duan Alex C. Kot
Rolling Shutter Camera Absolute Pose.Cenek Albl Zuzana Kukelova Viktor Larsson Tomás Pajdla
Progressive Representation Adaptation for Weakly Supervised Object Localization.Dong Li Jia-Bin Huang Yali Li Shengjin Wang Ming-Hsuan Yang
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation.Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz
Measuring Shapes with Desired Convex Polygons. Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks.Wenhan Yang Robby T. Tan Jiashi Feng Zongming Guo Shuicheng Yan Jiaying Liu
Hyperbolic Wasserstein Distance for Shape Indexing. Hierarchical Surface Prediction.Christian Häne Shubham Tulsiani Jitendra Malik
Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits.Tolga Birdal Benjamin Busam Nassir Navab Slobodan Ilic Peter Sturm
End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning.Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Tong Zhang Yizhou Wang
Absent Multiple Kernel Learning Algorithms.Xinwang Liu Lei Wang Xinzhong Zhu Miaomiao Li En Zhu Tongliang Liu Li Liu Yong Dou Jianping Yin
A Disocclusion Inpainting Framework for Depth-Based View Synthesis.Volume 42, Number 5, May 2020
Ghalia Hemrit Graham D. Finlayson Arjan Gijsenij Peter V. Gehler Simone Bianco Mark S. Drew Brian V. Funt Lilong Shi
Significance of Softmax-Based Features in Comparison to Distance Metric Learning-Based Features.Shota Horiguchi Daiki Ikami Kiyoharu Aizawa
Object Detection in Videos by High Quality Object Linking.Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang
Structured Label Inference for Visual Understanding.Nelson Nauata Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori
Shared Multi-View Data Representation for Multi-Domain Event Detection.Zhenguo Yang Qing Li Wenyin Liu Jianming Lv
RefineNet: Multi-Path Refinement Networks for Dense Prediction.Guosheng Lin Fayao Liu Anton Milan Chunhua Shen Ian D. Reid
Pixel Transposed Convolutional Networks.Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji
Online Meta Adaptation for Fast Video Object Segmentation.Huaxin Xiao Bingyi Kang Yu Liu Maojun Zhang Jiashi Feng
Multiple Kernel $k$k-Means with Incomplete Kernels.Xinwang Liu Xinzhong Zhu Miaomiao Li Lei Wang En Zhu Tongliang Liu Marius Kloft Dinggang Shen Jianping Yin Wen Gao
Minimal Case Relative Pose Computation Using Ray-Point-Ray Features.Ji Zhao Laurent Kneip Yijia He Jiayi Ma
Light Field Super-Resolution Using a Low-Rank Prior and Deep Convolutional Neural Networks.Reuben A. Farrugia Christine Guillemot
LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural Images.Grégory Rogez Philippe Weinzaepfel Cordelia Schmid
Large-Scale Urban Reconstruction with Tensor Clustering and Global Boundary Refinement. Hierarchical LSTMs with Adaptive Attention for Visual Captioning.Lianli Gao Xiangpeng Li Jingkuan Song Heng Tao Shen
Heterogeneous Recommendation via Deep Low-Rank Sparse Collective Factorization.Shuhui Jiang Zhengming Ding Yun Fu
Fast Cross-Validation for Kernel-Based Algorithms.Yong Liu Shizhong Liao Shali Jiang Lizhong Ding Hailun Lin Weiping Wang
3D Human Pose Machines with Self-Supervised Learning.Keze Wang Liang Lin Chenhan Jiang Chen Qian Pengxu Wei
A Temporally-Aware Interpolation Network for Video Frame Inpainting.Ryan Szeto Ximeng Sun Kunyi Lu Jason J. Corso
Recurrent Temporal Aggregation Framework for Deep Video Inpainting.Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon
Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition.Ran He Jie Cao Lingxiao Song Zhenan Sun Tieniu Tan
Guest Editorial: Image and Video Inpainting and Denoising.Sergio Escalera Hugo Jair Escalante Xavier Baró Isabelle Guyon Meysam Madadi Jun Wan Stéphane Ayache Yagmur Güçlütürk Umut Güçlü
Volume 42, Number 4, April 2020
Abhijith Punnappurath Michael S. Brown
Efficient Graph Cut Optimization for Full CRFs with Quantized Edges. Denoising Autoencoders for Overgeneralization in Neural Networks. Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets.James R. Clough Daniel R. Balfour Gastao Cruz Paul K. Marsden Claudia Prieto Andrew J. Reader Andrew P. King
Visibility Graphs for Image Processing. Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding.Hong-Xing Yu Ancong Wu Wei-Shi Zheng
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning.Jin Gao Qiang Wang Junliang Xing Haibin Ling Weiming Hu Stephen J. Maybank
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm.Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan
Perspective-Adaptive Convolutions for Scene Parsing.Rui Zhang Sheng Tang Yongdong Zhang Jintao Li Shuicheng Yan
On Detection of Faint Edges in Noisy Images.Nati Ofir Meirav Galun Sharon Alpert Achi Brandt Boaz Nadler Ronen Basri
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI.Chunfeng Lian Mingxia Liu Jun Zhang Dinggang Shen
Hierarchical Bayesian Inverse Lighting of Portraits with a Virtual Light Stage. Group Maximum Differentiation Competition: Model Comparison with Few Samples.Kede Ma Zhengfang Duanmu Zhou Wang Qingbo Wu Wentao Liu Hongwei Yong Hongliang Li Lei Zhang
Extracting Geometric Structures in Images with Delaunay Point Processes.Jean-Dominique Favreau Florent Lafarge Adrien Bousseau Alex Auvolat
Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs. Deep Self-Evolution Clustering.Jianlong Chang Gaofeng Meng Lingfeng Wang Shiming Xiang Chunhong Pan
Baselines Extraction from Curved Document Images via Slope Fields Recovery.Gaofeng Meng Chunhong Pan Shiming Xiang Ying Wu
Automated Video Face Labelling for Films and TV Material. A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation.Volume 42, Number 3, March 2020
Marcel Simon Erik Rodner Trevor Darrell Joachim Denzler
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses.Jiaqian Yu Matthew B. Blaschko
Single Image Dehazing Using Haze-Lines.Dana Berman Tali Treibitz Shai Avidan
Photometric Stereo in Participating Media Using an Analytical Solution for Shape-Dependent Forward Scatter.Yuki Fujimura Masaaki Iiyama Atsushi Hashimoto Michihiko Minoh
Mutually Guided Image Filtering.Xiaojie Guo Yu Li Jiayi Ma Haibin Ling
Learning Reasoning-Decision Networks for Robust Face Alignment.Hao Liu Jiwen Lu Minghao Guo Suping Wu Jie Zhou
Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition.Feng Liu Qijun Zhao Xiaoming Liu Dan Zeng
Incremental Learning Through Deep Adaptation.Amir Rosenfeld John K. Tsotsos
Image and Sentence Matching via Semantic Concepts and Order Learning.Yan Huang Qi Wu Wei Wang Liang Wang
Force from Motion: Decoding Control Force of Activity in a First-Person Video. Flexible High-Dimensional Unsupervised Learning with Missing Data.Yuhong Wei Yang Tang Paul D. McNicholas
Face-from-Depth for Head Pose Estimation on Depth Images.Guido Borghi Matteo Fabbri Roberto Vezzani Simone Calderara Rita Cucchiara
Deep Variational and Structural Hashing.Venice Erin Liong Jiwen Lu Ling-Yu Duan Yap-Peng Tan
Deep Neural Network Compression by In-Parallel Pruning-Quantization. Context-Aware Query Selection for Active Learning in Event Recognition.Mahmudul Hasan Sujoy Paul Anastasios I. Mourikis Amit K. Roy-Chowdhury
Adversarial Action Prediction Networks. ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing.Yan Yang Jian Sun Huibin Li Zongben Xu
A Comprehensive Database for Benchmarking Imaging Systems.Karen Panetta Arash Samani Xin Yuan Qianwen Wan Sos S. Agaian Srijith Rajeev Shreyas Kamath K. M Rahul Rajendran Shishir Paramathma Rao Aleksandra Kaszowska Holly A. Taylor
Volume 42, Number 2, February 2020
Mathew Monfort Carl Vondrick Aude Oliva Alex Andonian Bolei Zhou Kandan Ramakrishnan Sarah Adel Bargal Tom Yan Lisa M. Brown Quanfu Fan Dan Gutfreund
Feature Boosting Network For 3D Pose Estimation.Jun Liu Henghui Ding Amir Shahroudy Ling-Yu Duan Xudong Jiang Gang Wang Alex C. Kot
Approximate Sparse Multinomial Logistic Regression for Classification. SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos.Dingwen Zhang Junwei Han Le Yang Dong Xu
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool.Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun
Unsupervised Generation of Free-Form and Parameterized Avatars.Adam Polyak Yaniv Taigman Lior Wolf
Revisiting Projective Structure from Motion: A Robust and Efficient Incremental Solution.Ludovic Magerand Alessio Del Bue
Open Set Domain Adaptation for Image and Action Recognition.Pau Panareda Busto Ahsan Iqbal Juergen Gall
Object Detection from Scratch with Deep Supervision.Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue
Mask R-CNN.Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick
Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification.Xuelin Qian Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue
High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder.Ayush Tewari Michael Zollhöfer Florian Bernard Pablo Garrido Hyeongwoo Kim Patrick Pérez Christian Theobalt
Hierarchical Binary CNNs for Landmark Localization with Limited Resources.Adrian Bulat Georgios Tzimiropoulos
Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation.Dylan Campbell Lars Petersson Laurent Kneip Hongdong Li
Focal Loss for Dense Object Detection.Tsung-Yi Lin Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár
First-Person Activity Forecasting from Video with Online Inverse Reinforcement Learning.Nicholas Rhinehart Kris M. Kitani
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus.Runze Zhang Siyu Zhu Tianwei Shen Lei Zhou Zixin Luo Tian Fang Long Quan
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly.Michael Opitz Georg Waltner Horst Possegger Horst Bischof
Capturing the Geometry of Object Categories from Video Supervision. State of the Journal Editorial.Volume 42, Number 1, January 2020
Donghyeon Cho Yasuyuki Matsushita Yu-Wing Tai In So Kweon
Pictionary-Style Word Guessing on Hand-Drawn Object Sketches: Dataset, Analysis and Deep Network Models.Ravi Kiran Sarvadevabhatla Shiv Surya Trisha Mittal R. Venkatesh Babu
Person Recognition in Personal Photo Collections.Seong Joon Oh Rodrigo Benenson Mario Fritz Bernt Schiele
Persistence Paths and Signature Features in Topological Data Analysis.Ilya Chevyrev Vidit Nanda Harald Oberhauser
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection.Peng Tang Xinggang Wang Song Bai Wei Shen Xiang Bai Wenyu Liu Alan L. Yuille
Numerical Quadrature for Probabilistic Policy Search.Julia Vinogradska Bastian Bischoff Jan Achterhold Torsten Koller Jan Peters
Neural Machine Translation with Deep Attention.Biao Zhang Deyi Xiong Jinsong Su
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering.Margret Keuper Siyu Tang Bjoern Andres Thomas Brox Bernt Schiele
Learning Compact Features for Human Activity Recognition Via Probabilistic First-Take-All.Jun Ye Guo-Jun Qi Naifan Zhuang Hao Hu Kien A. Hua
iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameters.Miguel A. Ferrer Moisés Díaz Cristina Carmona-Duarte Réjean Plamondon
Hyperspectral Recovery from RGB Images using Gaussian Processes. Generalized Latent Multi-View Subspace Clustering.Changqing Zhang Huazhu Fu Qinghua Hu Xiaochun Cao Yuan Xie Dacheng Tao Dong Xu
Efficient Inter-Geodesic Distance Computation and Fast Classical Scaling.Gil Shamai Michael Zibulevsky Ron Kimmel
Discrete-Continuous Transformation Matching for Dense Semantic Correspondence.Seungryong Kim Dongbo Min Stephen Lin Kwanghoon Sohn
Detecting Coherent Groups in Crowd Scenes by Multiview Clustering.Qi Wang Mulin Chen Feiping Nie Xuelong Li
Cooperative Training of Descriptor and Generator Networks.Jianwen Xie Yang Lu Ruiqi Gao Song-Chun Zhu Ying Nian Wu
Approximate Fisher Information Matrix to Characterize the Training of Deep Neural Networks.Zhibin Liao Tom Drummond Ian Reid Gustavo Carneiro
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding.Anis Kacem Mohamed Daoudi Boulbaba Ben Amor Stefano Berretti Juan Carlos Álvarez Paiva