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IJCV - 2020 - volume 128 论文列表
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Volume 128, Number 12, December 2020
Video Based Face Recognition by Using Discriminatively Learned Convex Models.

Hakan Cevikalp Golara Ghorban Dordinejad

Zero-Shot Object Detection: Joint Recognition and Localization of Novel Concepts.

Shafin Rahman Salman H. Khan Fatih Porikli

Rooted Spanning Superpixels.

Dengfeng Chai

Long-Short Temporal-Spatial Clues Excited Network for Robust Person Re-identification.

Shuai Li Wenfeng Song Zheng Fang Jiaying Shi Aimin Hao Qinping Zhao Hong Qin

Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images.

Haozhe Xie Hongxun Yao Shengping Zhang Shangchen Zhou Wenxiu Sun

Incorporating Side Information by Adaptive Convolution.

Di Kang Debarun Dhar Antoni B. Chan

Learning the spatiotemporal variability in longitudinal shape data sets.

Alexandre Bône Olivier Colliot Stanley Durrleman

Mix and Match Networks: Cross-Modal Alignment for Zero-Pair Image-to-Image Translation.

Yaxing Wang Luis Herranz Joost van de Weijer

Gradient Shape Model.

Pedro Martins João F. Henriques Jorge Batista

Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning.

Aoxue Li Zhiwu Lu Jiechao Guan Tao Xiang Liwei Wang Ji-Rong Wen

Learning the Clustering of Longitudinal Shape Data Sets into a Mixture of Independent or Branching Trajectories.

Vianney Debavelaere Stanley Durrleman Stéphanie Allassonnière

Necessary and Sufficient Polynomial Constraints on Compatible Triplets of Essential Matrices.

Evgeniy V. Martyushev

CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis.

Yunan Li Jun Wan Qiguang Miao Sergio Escalera Huijuan Fang Huizhou Chen Xiangda Qi Guodong Guo

Volume 128, Number 10, November 2020
Towards Photo-Realistic Facial Expression Manipulation.

Zhenglin Geng Chen Cao Sergey Tulyakov

GADE: A Generative Adversarial Approach to Density Estimation and its Applications.

M. Ehsan Abbasnejad Javen Shi Anton van den Hengel Lingqiao Liu

Densifying Supervision for Fine-Grained Visual Comparisons.

Aron Yu Kristen Grauman

Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-Based Image Retrieval.

Anjan Dutta Zeynep Akata

RoCGAN: Robust Conditional GAN.

Grigorios G. Chrysos Jean Kossaifi Stefanos Zafeiriou

Inferring 3D Shapes from Image Collections Using Adversarial Networks.

Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang

SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters.

Evangelos Ververas Stefanos Zafeiriou

Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation.

Ke Li Shichong Peng Tianhao Zhang Jitendra Malik

Train Sparsely, Generate Densely: Memory-Efficient Unsupervised Training of High-Resolution Temporal GAN.

Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi

Compositional GAN: Learning Image-Conditional Binary Composition.

Samaneh Azadi Deepak Pathak Sayna Ebrahimi Trevor Darrell

High-Quality Video Generation from Static Structural Annotations.

Lu Sheng Junting Pan Jiaming Guo Jing Shao Chen Change Loy

3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation.

Stylianos Moschoglou Stylianos Ploumpis Mihalis A. Nicolaou Athanasios Papaioannou Stefanos Zafeiriou

Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks.

Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas

Adversarial Confidence Learning for Medical Image Segmentation and Synthesis.

Dong Nie Dinggang Shen

Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images Using a View-Based Representation.

Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vázquez Derek Nowrouzezahrai Aaron C. Courville

MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking.

Rushil Anirudh Jayaraman J. Thiagarajan Bhavya Kailkhura Peer-Timo Bremer

Discriminator Feature-Based Inference by Recycling the Discriminator of GANs.

Duhyeon Bang Seoungyoon Kang Hyunjung Shim

Layout2image: Image Generation from Layout.

Bo Zhao Weidong Yin Lili Meng Leonid Sigal

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations.

Hsin-Ying Lee Hung-Yu Tseng Qi Mao Jia-Bin Huang Yu-Ding Lu Maneesh Singh Ming-Hsuan Yang

Handwritten Mathematical Expression Recognition via Paired Adversarial Learning.

Jin-Wen Wu Fei Yin Yan-Ming Zhang Xu-Yao Zhang Cheng-Lin Liu

Discriminative Region Proposal Adversarial Network for High-Quality Image-to-Image Translation.

Chao Wang Wenjie Niu Yufeng Jiang Haiyong Zheng Zhibin Yu Zhaorui Gu Bing Zheng

Guest Editorial: Generative Adversarial Networks for Computer Vision.

Jun-Yan Zhu Hongsheng Li Eli Shechtman Ming-Yu Liu Jan Kautz Antonio Torralba

Volume 128, Number 8, September 2020
Tensorized Multi-view Subspace Representation Learning.

Changqing Zhang Huazhu Fu Jing Wang Wen Li Xiaochun Cao Qinghua Hu

Product Quantization Network for Fast Visual Search.

Tan Yu Jingjing Meng Chen Fang Hailin Jin Junsong Yuan

Anchor-Based Self-Ensembling for Semi-Supervised Deep Pairwise Hashing.

Xiaoshuang Shi Zhenhua Guo Fuyong Xing Yun Liang Lin Yang

Hadamard Matrix Guided Online Hashing.

Mingbao Lin Rongrong Ji Hong Liu Xiaoshuai Sun Shen Chen Qi Tian

Weakly-supervised Semantic Guided Hashing for Social Image Retrieval.

Zechao Li Jinhui Tang Liyan Zhang Jian Yang

Unified Binary Generative Adversarial Network for Image Retrieval and Compression.

Jingkuan Song Tao He Lianli Gao Xing Xu Alan Hanjalic Heng Tao Shen

Learning Multifunctional Binary Codes for Personalized Image Retrieval.

Haomiao Liu Ruiping Wang Shiguang Shan Xilin Chen

A General Framework for Deep Supervised Discrete Hashing.

Qi Li Zhenan Sun Ran He Tieniu Tan

Fine-Grained Multi-human Parsing.

Jian Zhao Jianshu Li Hengzhu Liu Shuicheng Yan Jiashi Feng

Disentangled Representation Learning of Makeup Portraits in the Wild.

Yi Li Huaibo Huang Jie Cao Ran He Tieniu Tan

Multi-task Compositional Network for Visual Relationship Detection.

Yibing Zhan Jun Yu Ting Yu Dacheng Tao

Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks.

Zhen-Hua Feng Josef Kittler Muhammad Awais Xiao-Jun Wu

SSN: Learning Sparse Switchable Normalization via SparsestMax.

Wenqi Shao Jingyu Li Jiamin Ren Ruimao Zhang Xiaogang Wang Ping Luo

Learning an Evolutionary Embedding via Massive Knowledge Distillation.

Xiang Wu Ran He Yibo Hu Zhenan Sun

HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs.

Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri

Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks.

Domen Tabernik Matej Kristan Ales Leonardis

Hardware-Centric AutoML for Mixed-Precision Quantization.

Kuan Wang Zhijian Liu Yujun Lin Ji Lin Song Han

A Survey of Deep Facial Attribute Analysis.

Xin Zheng Yanqing Guo Huaibo Huang Yi Li Ran He

Efficient Visual Recognition.

Li Liu Matti Pietikäinen Jie Qin Wanli Ouyang Luc Van Gool

Volume 128, Number 6, June 2020
Multi-task Generative Adversarial Network for Detecting Small Objects in the Wild.

Yongqiang Zhang Yancheng Bai Mingli Ding Bernard Ghanem

Bottom-Up Scene Text Detection with Markov Clustering Networks.

Zichuan Liu Guosheng Lin Wang Ling Goh

RGB-IR Person Re-identification by Cross-Modality Similarity Preservation.

Ancong Wu Wei-Shi Zheng Shaogang Gong Jianhuang Lai

Visual Social Relationship Recognition.

Junnan Li Yongkang Wong Qi Zhao Mohan S. Kankanhalli

Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning.

Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang

Discriminative Training of Conditional Random Fields with Probably Submodular Constraints.

Maxim Berman Matthew B. Blaschko

Gated Fusion Network for Degraded Image Super Resolution.

Xinyi Zhang Hang Dong Zhe Hu Wei-Sheng Lai Fei Wang Ming-Hsuan Yang

Siamese Dense Network for Reflection Removal with Flash and No-Flash Image Pairs.

Yakun Chang Cheolkon Jung Jun Sun Fengqiao Wang

Fine-Grained Person Re-identification.

Jiahang Yin Ancong Wu Wei-Shi Zheng

Scalable Person Re-Identification by Harmonious Attention.

Wei Li Xiatian Zhu Shaogang Gong

Representation Learning on Unit Ball with 3D Roto-translational Equivariance.

Sameera Ramasinghe Salman H. Khan Nick Barnes Stephen Gould

Real-Time Multi-person Motion Capture from Multi-view Video and IMUs.

Charles Malleson John P. Collomosse Adrian Hilton

GMS: Grid-Based Motion Statistics for Fast, Ultra-robust Feature Correspondence.

Jia-Wang Bian Wen-Yan Lin Yun Liu Le Zhang Sai-Kit Yeung Ming-Ming Cheng Ian Reid

A Face Fairness Framework for 3D Meshes.

Sk. Mohammadul Haque Venu Madhav Govindu

Volume 128, Number 5, May 2020
DGPose: Deep Generative Models for Human Body Analysis.

Rodrigo Andrade de Bem Arnab Ghosh Thalaiyasingam Ajanthan Ondrej Miksik Adnane Boukhayma N. Siddharth Philip H. S. Torr

Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models.

César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray Antonio M. López

Towards High Fidelity Face Frontalization in the Wild.

Jie Cao Yibo Hu Hongwen Zhang Ran He Zhenan Sun

Deep Neural Network Augmentation: Generating Faces for Affect Analysis.

Dimitrios Kollias Shiyang Cheng Evangelos Ververas Irene Kotsia Stefanos Zafeiriou

Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis.

Nazar Khan Arbish Akram Arif Mahmood Sania Ashraf Kashif Murtaza

A Weakly Supervised Multi-task Ranking Framework for Actor-Action Semantic Segmentation.

Yan Yan Chenliang Xu Dawen Cai Jason J. Corso

Realistic Speech-Driven Facial Animation with GANs.

Konstantinos Vougioukas Stavros Petridis Maja Pantic

Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos.

Concetto Spampinato Simone Palazzo P. D'Oro Daniela Giordano Mubarak Shah

Special Issue on Generating Realistic Visual Data of Human Behavior.

Xavier Alameda-Pineda Elisa Ricci Albert Ali Salah Nicu Sebe Shuicheng Yan

Correction to: Model-Based Robot Imitation with Future Image Similarity.

Alan Wu A. J. Piergiovanni M. S. Ryoo

Model-Based Robot Imitation with Future Image Similarity.

Alan Wu A. J. Piergiovanni M. S. Ryoo

Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image.

Matthieu Grard Emmanuel Dellandréa Liming Chen

Cognitive Mapping and Planning for Visual Navigation.

Saurabh Gupta Varun Tolani James Davidson Sergey Levine Rahul Sukthankar Jitendra Malik

SeDAR: Reading Floorplans Like a Human - Using Deep Learning to Enable Human-Inspired Localisation.

Oscar Mendez Maldonado Simon Hadfield Nicolas Pugeault Richard Bowden

Self-Supervised Model Adaptation for Multimodal Semantic Segmentation.

Abhinav Valada Rohit Mohan Wolfram Burgard

Semi-supervised Semantic Mapping Through Label Propagation with Semantic Texture Meshes.

Radu Alexandru Rosu Jan Quenzel Sven Behnke

Image-Based Geo-Localization Using Satellite Imagery.

Sixing Hu Gim Hee Lee

Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding.

Dengxin Dai Christos Sakaridis Simon Hecker Luc Van Gool

Learning 3D Shape Completion Under Weak Supervision.

David Stutz Andreas Geiger

Special Issue on Deep Learning for Robotic Vision.

Anelia Angelova Gustavo Carneiro Niko Sünderhauf Jürgen Leitner

The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline.

Hongyang Yu Guorong Li Weigang Zhang Qingming Huang Dawei Du Qi Tian Nicu Sebe

Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities.

Guo-Jun Qi

Refractive Two-View Reconstruction for Underwater 3D Vision.

François Chadebecq Francisco Vasconcelos Rene M. Lacher Efthymios Maneas Adrien E. Desjardins Sébastien Ourselin Tom Vercauteren Danail Stoyanov

Learning to Draw Sight Lines.

Hao Zhao Ming Lu Anbang Yao Yurong Chen Li Zhang

Efficient Object Annotation via Speaking and Pointing.

Michael Gygli Vittorio Ferrari

Volume 128, Number 4, April 2020
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs.

Timo Hackel Mikhail Usvyatsov Silvano Galliani Jan D. Wegner Konrad Schindler

Scaling up the Randomized Gradient-Free Adversarial Attack Reveals Overestimation of Robustness Using Established Attacks.

Francesco Croce Jonas Rauber Matthias Hein

3D Fluid Flow Estimation with Integrated Particle Reconstruction.

Katrin Lasinger Christoph Vogel Thomas Pock Konrad Schindler

End-to-End Learning of Decision Trees and Forests.

Thomas M. Hehn Julian F. P. Kooij Fred A. Hamprecht

Correction to: KS(conf): A Light-Weight Test if a Multiclass Classifier Operates Outside of Its Specifications.

Rémy Sun Christoph H. Lampert

KS(conf): A Light-Weight Test if a Multiclass Classifier Operates Outside of Its Specifications.

Rémy Sun Christoph H. Lampert

Editor's Note.

Thomas Brox Mario Fritz

Minimal Solvers for Rectifying from Radially-Distorted Scales and Change of Scales.

James Pritts Zuzana Kukelova Viktor Larsson Yaroslava Lochman Ondrej Chum

VOSTR: Video Object Segmentation via Transferable Representations.

Yi-Wen Chen Yi-Hsuan Tsai Yen-Yu Lin Ming-Hsuan Yang

EdgeStereo: An Effective Multi-task Learning Network for Stereo Matching and Edge Detection.

Xiao Song Xu Zhao Liangji Fang Hanwen Hu Yizhou Yu

Guest Editorial: Special Issue on ACCV 2018.

C. V. Jawahar Hongdong Li Greg Mori Konrad Schindler

Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks.

Stephanie Stoll Necati Cihan Camgöz Simon Hadfield Richard Bowden

Learning Multi-human Optical Flow.

Anurag Ranjan David T. Hoffmann Dimitrios Tzionas Siyu Tang Javier Romero Michael J. Black

Modeling Human Motion with Quaternion-Based Neural Networks.

Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier

Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading.

Paul Henderson Vittorio Ferrari

Pixelated Semantic Colorization.

Jiaojiao Zhao Jungong Han Ling Shao Cees G. M. Snoek

Simultaneous Deep Stereo Matching and Dehazing with Feature Attention.

Taeyong Song Youngjung Kim Changjae Oh Hyunsung Jang Namkoo Ha Kwanghoon Sohn

A Simple and Light-Weight Attention Module for Convolutional Neural Networks.

Jongchan Park Sanghyun Woo Joon-Young Lee In So Kweon

Learning on the Edge: Investigating Boundary Filters in CNNs.

Carlo Innamorati Tobias Ritschel Tim Weyrich Niloy J. Mitra

Editorial: Special Issue on Machine Vision with Deep Learning.

Ling Shao Hubert P. H. Shum Timothy M. Hospedales

Volume 128, Number 3, March 2020
DeepTAM: Deep Tracking and Mapping with Convolutional Neural Networks.

Huizhong Zhou Benjamin Ummenhofer Thomas Brox

Group Normalization.

Yuxin Wu Kaiming He

Convolutional Networks with Adaptive Inference Graphs.

Andreas Veit Serge J. Belongie

Augmented Autoencoders: Implicit 3D Orientation Learning for 6D Object Detection.

Martin Sundermeyer Zoltan-Csaba Marton Maximilian Durner Rudolph Triebel

GANimation: One-Shot Anatomically Consistent Facial Animation.

Albert Pumarola Antonio Agudo Aleix M. Martínez Alberto Sanfeliu Francesc Moreno-Noguer

Differential Scene Flow from Light Field Gradients.

Sizhuo Ma Brandon M. Smith Mohit Gupta

DeepIM: Deep Iterative Matching for 6D Pose Estimation.

Yi Li Gu Wang Xiangyang Ji Yu Xiang Dieter Fox

CornerNet: Detecting Objects as Paired Keypoints.

Hei Law Jia Deng

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input.

David Harwath Adrià Recasens Dídac Surís Galen Chuang Antonio Torralba James R. Glass

Correction to: EKLT: Asynchronous Photometric Feature Tracking Using Events and Frames.

Daniel Gehrig Henri Rebecq Guillermo Gallego Davide Scaramuzza

EKLT: Asynchronous Photometric Feature Tracking Using Events and Frames.

Daniel Gehrig Henri Rebecq Guillermo Gallego Davide Scaramuzza

Learning SO(3) Equivariant Representations with Spherical CNNs.

Carlos Esteves Christine Allen-Blanchette Ameesh Makadia Kostas Daniilidis

Robust Fitting in Computer Vision: Easy or Hard?

Tat-Jun Chin Zhipeng Cai Frank Neumann

Special Issue: Advances in Architectures and Theories for Computer Vision.

Yair Weiss Vittorio Ferrari Cristian Sminchisescu Martial Hebert

Volume 128, Number 2, February 2020
Statistical Modeling of Craniofacial Shape and Texture.

Hang Dai Nick E. Pears William A. P. Smith Christian Duncan

SceneFlowFields++: Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation.

René Schuster Oliver Wasenmüller Christian Unger Georg Kuschk Didier Stricker

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks.

Xin Yu Fatih Porikli Basura Fernando Richard Hartley

Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network.

Lei Zhang Peng Wang Chunhua Shen Lingqiao Liu Wei Wei Yanning Zhang Anton van den Hengel

Recognizing Profile Faces by Imagining Frontal View.

Jian Zhao Junliang Xing Lin Xiong Shuicheng Yan Jiashi Feng

Corner Detection Using Multi-directional Structure Tensor with Multiple Scales.

Weichuan Zhang Changming Sun

Deep Insights into Convolutional Networks for Video Recognition.

Christoph Feichtenhofer Axel Pinz Richard P. Wildes Andrew Zisserman

Semantic Image Networks for Human Action Recognition.

Sunder Ali Khowaja Seok-Lyong Lee

Dual L1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching.

Weiming Hu Xinchu Shi Zongwei Zhou Junliang Xing Haibin Ling Stephen J. Maybank

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization.

Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra

Semantically Coherent 4D Scene Flow of Dynamic Scenes.

Armin Mustafa Adrian Hilton

Deep Learning for Generic Object Detection: A Survey.

Li Liu Wanli Ouyang Xiaogang Wang Paul W. Fieguth Jie Chen Xinwang Liu Matti Pietikäinen

Volume 128, Number 1, January 2020
Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges.

Wenqi Ren Jinshan Pan Hua Zhang Xiaochun Cao Ming-Hsuan Yang

Predicting Intentions from Motion: The Subject-Adversarial Adaptation Approach.

Andrea Zunino Jacopo Cavazza Riccardo Volpi Pietro Morerio Andrea Cavallo Cristina Becchio Vittorio Murino

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance.

Zechun Liu Wenhan Luo Baoyuan Wu Xin Yang Wei Liu Kwang-Ting Cheng

Classifier and Exemplar Synthesis for Zero-Shot Learning.

Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha

Shape-From-Template with Curves.

Mathias Gallardo Daniel Pizarro Toby Collins Adrien Bartoli

Tracking Persons-of-Interest via Unsupervised Representation Adaptation.

Shun Zhang Jia-Bin Huang Jongwoo Lim Yihong Gong Jinjun Wang Narendra Ahuja Ming-Hsuan Yang

Temporal Action Detection with Structured Segment Networks.

Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin

Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction.

Bo Yang Sen Wang Andrew Markham Niki Trigoni

Synchronization Problems in Computer Vision with Closed-Form Solutions.

Federica Arrigoni Andrea Fusiello

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild.

Yu Luo Jianbo Ye Reginald B. Adams Jr. Jia Li Michelle G. Newman James Z. Wang