Volume 127, Numbers 11-12, December 2019
Learning to Predict 3D Surfaces of Sculptures from Single and Multiple Views.

Olivia Wiles Andrew Zisserman

You Said That?: Synthesising Talking Faces from Audio.

Amir Jamaludin Joon Son Chung Andrew Zisserman

Which is the Better Inpainted Image?Training Data Generation Without Any Manual Operations.

Mariko Isogawa Dan Mikami Kosuke Takahashi Daisuke Iwai Kosuke Sato Hideaki Kimata

Cross-Domain Image Matching with Deep Feature Maps.

Bailey Kong James Steven Supancic III Deva Ramanan Charless C. Fowlkes

Understanding and Improving Kernel Local Descriptors.

Arun Mukundan Giorgos Tolias Andrei Bursuc Hervé Jégou Ondrej Chum

Reflectance and Shape Estimation with a Light Field Camera Under Natural Illumination.

Trung Ngo Thanh Hajime Nagahara Ko Nishino Rin-Ichiro Taniguchi Yasushi Yagi

The Devil is in the Decoder: Classification, Regression and GANs.

Zbigniew Wojna Vittorio Ferrari Sergio Guadarrama Nathan Silberman Liang-Chieh Chen Alireza Fathi Jasper R. R. Uijlings

A Differential Approach to Shape from Polarisation: A Level-Set Characterisation.

Fotios Logothetis Roberto Mecca Fiorella Sgallari Roberto Cipolla

End-to-End Learning of Latent Deformable Part-Based Representations for Object Detection.

Taylor Mordan Nicolas Thome Gilles Hénaff Matthieu Cord

Slanted Stixels: A Way to Represent Steep Streets.

Daniel Hernández Juárez Lukas Schneider Pau Cebrian Antonio Espinosa David Vázquez Antonio M. López Uwe Franke Marc Pollefeys Juan C. Moure

Stochastic Quantization for Learning Accurate Low-Bit Deep Neural Networks.

Yinpeng Dong Renkun Ni Jianguo Li Yurong Chen Hang Su Jun Zhu

Unsupervised Binary Representation Learning with Deep Variational Networks.

Yuming Shen Li Liu Ling Shao

Special Issue on Machine Vision.

Tae-Kyun Kim Stefanos Zafeiriou Ben Glocker Stefan Leutenegger


Volume 127, Number 10, October 2019
LCEval: Learned Composite Metric for Caption Evaluation.

Naeha Sharif Lyndon White Mohammed Bennamoun Wei Liu Syed Afaq Ali Shah

Tensor Decomposition and Non-linear Manifold Modeling for 3D Head Pose Estimation.

Dmytro Derkach Adria Ruiz Federico M. Sukno

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition.

Jian Liu Hossein Rahmani Naveed Akhtar Ajmal Mian

Learning Transparent Object Matting.

Guanying Chen Kai Han Kwan-Yee K. Wong

Estimation of 3D Category-Specific Object Structure: Symmetry, Manhattan and/or Multiple Images.

Yuan Gao Alan L. Yuille

Motion-Compensated Spatio-Temporal Filtering for Multi-Image and Multimodal Super-Resolution.

Antoni Buades Joan Duran Julia Navarro

What Does 2D Geometric Information Really Tell Us About 3D Face Shape?

Anil Bas William A. P. Smith

CU-Net: Component Unmixing Network for Textile Fiber Identification.

Zunlei Feng Weixin Liang Daocheng Tao Li Sun Anxiang Zeng Mingli Song

Joint Estimation of Camera Orientation and Vanishing Points from an Image Sequence in a Non-Manhattan World.

Jeong-Kyun Lee Kuk-Jin Yoon

A Spatiotemporal Convolutional Neural Network for Automatic Pain Intensity Estimation from Facial Dynamics.

Mohammad Tavakolian Abdenour Hadid

Video Question Answering with Spatio-Temporal Reasoning.

Yunseok Jang Yale Song Chris Dongjoo Kim Youngjae Yu Youngjin Kim Gunhee Kim


Volume 127, Number 9, September 2019
Repetition Estimation.

Tom F. H. Runia Cees G. M. Snoek Arnold W. M. Smeulders

Efficient Feature Matching via Nonnegative Orthogonal Relaxation.

Bo Jiang Jin Tang Bin Luo

Click Carving: Interactive Object Segmentation in Images and Videos with Point Clicks.

Suyog Dutt Jain Kristen Grauman

Multi-target Tracking in Multiple Non-overlapping Cameras Using Fast-Constrained Dominant Sets.

Yonatan Tariku Tesfaye Eyasu Zemene Andrea Prati Marcello Pelillo Mubarak Shah

Unsupervised Learning of Foreground Object Segmentation.

Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu

Deep Learning Approach in Aerial Imagery for Supporting Land Search and Rescue Missions.

Dunja Bozic-Stulic Zeljko Marusic Sven Gotovac

Which and How Many Regions to Gaze: Focus Discriminative Regions for Fine-Grained Visual Categorization.

Xiangteng He Yuxin Peng Junjie Zhao

Deep Supervised Hashing for Fast Image Retrieval.

Haomiao Liu Ruiping Wang Shiguang Shan Xilin Chen

Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch.

Danna Gurari Yinan Zhao Suyog Dutt Jain Margrit Betke Kristen Grauman

Lucid Data Dreaming for Video Object Segmentation.

Anna Khoreva Rodrigo Benenson Eddy Ilg Thomas Brox Bernt Schiele


Volume 127, Number 8, August 2019
Visibility Enhancement by Integrating Refocusing and Direct-Global Separation with Contact Imaging.

Fusataka Kuniyoshi Takuya Funatomi Hiroyuki Kubo Yoshihide Sawada Yumiko O. Kato Yasuhiro Mukaigawa

Contrast Invariant SNR and Isotonic Regressions.

Pierre Weiss Paul Escande Gabriel Bathie Yiqiu Dong

Correction to: One-Day Outdoor Photometric Stereo Using Skylight Estimation.

Jiyoung Jung Joon-Young Lee In So Kweon

One-Day Outdoor Photometric Stereo Using Skylight Estimation.

Jiyoung Jung Joon-Young Lee In So Kweon

Video Enhancement with Task-Oriented Flow.

Tianfan Xue Baian Chen Jiajun Wu Donglai Wei William T. Freeman

Exploiting the Anisotropy of Correlation Filter Learning for Visual Tracking.

Yao Sui Ziming Zhang Guanghui Wang Yafei Tang Li Zhang

Rank-1 Tensor Approximation for High-Order Association in Multi-target Tracking.

Xinchu Shi Haibin Ling Yu Pang Weiming Hu Peng Chu Junliang Xing

Online Mutual Foreground Segmentation for Multispectral Stereo Videos.

Pierre-Luc St-Charles Guillaume-Alexandre Bilodeau Robert Bergevin

Blind Image Deblurring via Deep Discriminative Priors.

Lerenhan Li Jinshan Pan Wei-Sheng Lai Changxin Gao Nong Sang Ming-Hsuan Yang

An Exact Robust Method to Localize a Known Sphere by Means of One Image.

Rudi Penne Bart Ribbens Pedro Roios

Fast Abnormal Event Detection.

Cewu Lu Jianping Shi Weiming Wang Jiaya Jia

A Robust Monocular 3D Object Tracking Method Combining Statistical and Photometric Constraints.

Leisheng Zhong Li Zhang


Volume 127, Numbers 6-7, June 2019
Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning.

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

Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation.

Feng-Ju Chang Anh Tuan Tran Tal Hassner Iacopo Masi Ram Nevatia Gérard G. Medioni

Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.

Dimitrios Kollias Panagiotis Tzirakis Mihalis A. Nicolaou Athanasios Papaioannou Guoying Zhao Björn W. Schuller Irene Kotsia Stefanos Zafeiriou

Blended Emotion in-the-Wild: Multi-label Facial Expression Recognition Using Crowdsourced Annotations and Deep Locality Feature Learning.

Li Shang Weihong Deng

Identity-Preserving Face Recovery from Stylized Portraits.

Fatemeh Shiri Xin Yu Fatih Porikli Richard Hartley Piotr Koniusz

Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks.

He Zhang Benjamin S. Riggan Shuowen Hu Nathaniel J. Short Vishal M. Patel

Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks.

Linh Tran Jean Kossaifi Yannis Panagakis Maja Pantic

Motion Deblurring of Faces.

Grigorios G. Chrysos Paolo Favaro Stefanos Zafeiriou

Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement.

Yibing Song Jiawei Zhang Lijun Gong Shengfeng He Linchao Bao Jinshan Pan Qingxiong Yang Ming-Hsuan Yang

Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination.

Huaibo Huang Ran He Zhenan Sun Tieniu Tan

An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations.

Mengjiao Wang Zhixin Shu Shiyang Cheng Yannis Panagakis Dimitris Samaras Stefanos Zafeiriou

Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition.

Gaurav Goswami Akshay Agarwal Nalini K. Ratha Richa Singh Mayank Vatsa

Learning Discriminative Aggregation Network for Video-Based Face Recognition and Person Re-identification.

Yongming Rao Jiwen Lu Jie Zhou

Large-Scale Bisample Learning on ID Versus Spot Face Recognition.

Xiangyu Zhu Hao Liu Zhen Lei Hailin Shi Fan Yang Dong Yi Guojun Qi Stan Z. Li

A Comprehensive Study on Center Loss for Deep Face Recognition.

Yandong Wen Kaipeng Zhang Zhifeng Li Yu Qiao

Face-Specific Data Augmentation for Unconstrained Face Recognition.

Iacopo Masi Anh Tuan Tran Tal Hassner Gozde Sahin Gérard G. Medioni

Face Mask Extraction in Video Sequence.

Yujiang Wang Bingnan Luo Jie Shen Maja Pantic

The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking.

Jiankang Deng Anastasios Roussos Grigorios Chrysos Evangelos Ververas Irene Kotsia Jie Shen Stefanos Zafeiriou

Real-Time 3D Head Pose Tracking Through 2.5D Constrained Local Models with Local Neural Fields.

Stephen Ackland Francisco Chiclana Howell O. Istance Simon Coupland

Hierarchical Attention for Part-Aware Face Detection.

Shuzhe Wu Meina Kan Shiguang Shan Xilin Chen

Single-Shot Scale-Aware Network for Real-Time Face Detection.

Shifeng Zhang Longyin Wen Hailin Shi Zhen Lei Siwei Lyu Stan Z. Li

Editorial: Special Issue on Deep Learning for Face Analysis.

Chen Change Loy Xiaoming Liu Tae-Kyun Kim Fernando De la Torre Rama Chellappa


Volume 127, Number 5, May 2019
Locality Preserving Matching.

Jiayi Ma Ji Zhao Junjun Jiang Huabing Zhou Xiaojie Guo

Kernel Cuts: Kernel and Spectral Clustering Meet Regularization.

Meng Tang Dmitrii Marin Ismail Ben Ayed Yuri Boykov

Understanding Image Representations by Measuring Their Equivariance and Equivalence.

Karel Lenc Andrea Vedaldi

Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling.

Chi Nhan Duong Khoa Luu Kha Gia Quach Tien D. Bui

Robust and Optimal Registration of Image Sets and Structured Scenes via Sum-of-Squares Polynomials.

Danda Pani Paudel Adlane Habed Cédric Demonceaux Pascal Vasseur


Volume 127, Number 4, April 2019
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering.

Yash Goyal Tejas Khot Aishwarya Agrawal Douglas Summers-Stay Dhruv Batra Devi Parikh

Fusing Visual and Inertial Sensors with Semantics for 3D Human Pose Estimation.

Andrew Gilbert Matthew Trumble Charles Malleson Adrian Hilton John P. Collomosse

Leveraging Prior-Knowledge for Weakly Supervised Object Detection Under a Collaborative Self-Paced Curriculum Learning Framework.

Dingwen Zhang Junwei Han Long Zhao Deyu Meng

Second-order Temporal Pooling for Action Recognition.

Anoop Cherian Stephen Gould

Superpixel-Guided Two-View Deterministic Geometric Model Fitting.

Guobao Xiao Hanzi Wang Yan Yan David Suter


Volume 127, Number 2, February 2019
Efficiently Annotating Object Images with Absolute Size Information Using Mobile Devices.

Martin Hofmann Marco Seeland Patrick Mäder

Group Collaborative Representation for Image Set Classification.

Bo Liu Liping Jing Jia Li Jian Yu Alex Gittens Michael W. Mahoney

Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction.

Qi Cai Yuanxin Wu Lilian Zhang Peike Zhang

Complete 3D Scene Parsing from an RGBD Image.

Chuhang Zou Ruiqi Guo Zhizhong Li Derek Hoiem

Facial Landmark Detection: A Literature Survey.

Yue Wu Qiang Ji

Appreciation to IJCV Reviewers of 2018.


Volume 127, Number 1, January 2019
From BoW to CNN: Two Decades of Texture Representation for Texture Classification.

Li Liu Jie Chen Paul W. Fieguth Guoying Zhao Rama Chellappa Matti Pietikäinen

Fast Diffeomorphic Image Registration via Fourier-Approximated Lie Algebras.

Miaomiao Zhang P. Thomas Fletcher

Combining Multiple Cues for Visual Madlibs Question Answering.

Tatiana Tommasi Arun Mallya Bryan A. Plummer Svetlana Lazebnik Alexander C. Berg Tamara L. Berg

An Approximate Shading Model with Detail Decomposition for Object Relighting.

Zicheng Liao Kevin Karsch Hongyi Zhang David A. Forsyth

Structural Constraint Data Association for Online Multi-object Tracking.

Ju Hong Yoon Chang-Ryeol Lee Ming-Hsuan Yang Kuk-Jin Yoon