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IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 42
Volume 42, Number 1, January 2020
- Anis Kacem
, Mohamed Daoudi
, Boulbaba Ben Amor
, Stefano Berretti
, Juan Carlos Álvarez Paiva:
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. 1-14 - Zhibin Liao
, Tom Drummond
, Ian Reid
, Gustavo Carneiro
:
Approximate Fisher Information Matrix to Characterize the Training of Deep Neural Networks. 15-26 - Jianwen Xie
, Yang Lu, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu:
Cooperative Training of Descriptor and Generator Networks. 27-45 - Qi Wang
, Mulin Chen, Feiping Nie
, Xuelong Li
:
Detecting Coherent Groups in Crowd Scenes by Multiview Clustering. 46-58 - Seungryong Kim, Dongbo Min
, Stephen Lin, Kwanghoon Sohn
:
Discrete-Continuous Transformation Matching for Dense Semantic Correspondence. 59-73 - Gil Shamai
, Michael Zibulevsky, Ron Kimmel
:
Efficient Inter-Geodesic Distance Computation and Fast Classical Scaling. 74-85 - Changqing Zhang
, Huazhu Fu
, Qinghua Hu
, Xiaochun Cao
, Yuan Xie
, Dacheng Tao, Dong Xu
:
Generalized Latent Multi-View Subspace Clustering. 86-99 - Naveed Akhtar
, Ajmal Mian
:
Hyperspectral Recovery from RGB Images using Gaussian Processes. 100-113 - Miguel A. Ferrer
, Moisés Díaz
, Cristina Carmona-Duarte
, Réjean Plamondon:
iDeLog: Iterative Dual Spatial and Kinematic Extraction of Sigma-Lognormal Parameters. 114-125 - Jun Ye
, Guo-Jun Qi
, Naifan Zhuang
, Hao Hu, Kien A. Hua:
Learning Compact Features for Human Activity Recognition Via Probabilistic First-Take-All. 126-139 - Margret Keuper
, Siyu Tang
, Bjoern Andres
, Thomas Brox, Bernt Schiele
:
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. 140-153 - Biao Zhang
, Deyi Xiong
, Jinsong Su
:
Neural Machine Translation with Deep Attention. 154-163 - Julia Vinogradska
, Bastian Bischoff
, Jan Achterhold
, Torsten Koller, Jan Peters
:
Numerical Quadrature for Probabilistic Policy Search. 164-175 - Peng Tang
, Xinggang Wang
, Song Bai
, Wei Shen
, Xiang Bai, Wenyu Liu
, Alan L. Yuille
:
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection. 176-191 - Ilya Chevyrev
, Vidit Nanda
, Harald Oberhauser:
Persistence Paths and Signature Features in Topological Data Analysis. 192-202 - Seong Joon Oh
, Rodrigo Benenson, Mario Fritz
, Bernt Schiele
:
Person Recognition in Personal Photo Collections. 203-220 - Ravi Kiran Sarvadevabhatla
, Shiv Surya
, Trisha Mittal
, R. Venkatesh Babu
:
Pictionary-Style Word Guessing on Hand-Drawn Object Sketches: Dataset, Analysis and Deep Network Models. 221-231 - Donghyeon Cho
, Yasuyuki Matsushita
, Yu-Wing Tai
, In So Kweon:
Semi-Calibrated Photometric Stereo. 232-245 - Wolfgang Roth
, Franz Pernkopf
:
Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes. 246-252
Volume 42, Number 2, February 2020
- Sven J. Dickinson
:
State of the Journal Editorial. 253-260 - David Novotný
, Diane Larlus, Andrea Vedaldi
:
Capturing the Geometry of Object Categories from Video Supervision. 261-275 - Michael Opitz
, Georg Waltner, Horst Possegger
, Horst Bischof
:
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly. 276-290 - Runze Zhang
, Siyu Zhu, Tianwei Shen, Lei Zhou
, Zixin Luo
, Tian Fang, Long Quan:
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus. 291-303 - Nicholas Rhinehart
, Kris M. Kitani
:
First-Person Activity Forecasting from Video with Online Inverse Reinforcement Learning. 304-317 - Tsung-Yi Lin
, Priya Goyal, Ross B. Girshick, Kaiming He, Piotr Dollár:
Focal Loss for Dense Object Detection. 318-327 - Dylan Campbell
, Lars Petersson
, Laurent Kneip
, Hongdong Li
:
Globally-Optimal Inlier Set Maximisation for Camera Pose and Correspondence Estimation. 328-342 - Adrian Bulat
, Georgios Tzimiropoulos
:
Hierarchical Binary CNNs for Landmark Localization with Limited Resources. 343-356 - Ayush Tewari
, Michael Zollhöfer, Florian Bernard, Pablo Garrido, Hyeongwoo Kim
, Patrick Pérez, Christian Theobalt
:
High-Fidelity Monocular Face Reconstruction Based on an Unsupervised Model-Based Face Autoencoder. 357-370 - Xuelin Qian
, Yanwei Fu
, Tao Xiang
, Yu-Gang Jiang
, Xiangyang Xue
:
Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification. 371-385 - Kaiming He
, Georgia Gkioxari, Piotr Dollár, Ross B. Girshick:
Mask R-CNN. 386-397 - Zhiqiang Shen
, Zhuang Liu, Jianguo Li, Yu-Gang Jiang
, Yurong Chen
, Xiangyang Xue
:
Object Detection from Scratch with Deep Supervision. 398-412 - Pau Panareda Busto
, Ahsan Iqbal, Juergen Gall
:
Open Set Domain Adaptation for Image and Action Recognition. 413-429 - Ludovic Magerand
, Alessio Del Bue
:
Revisiting Projective Structure from Motion: A Robust and Efficient Incremental Solution. 430-443 - Adam Polyak
, Yaniv Taigman, Lior Wolf:
Unsupervised Generation of Free-Form and Parameterized Avatars. 444-459 - Feng Liu
, Tao Xiang
, Timothy M. Hospedales
, Wankou Yang
, Changyin Sun
:
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool. 460-474 - Dingwen Zhang, Junwei Han
, Le Yang
, Dong Xu
:
SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos. 475-489 - Koray Kayabol
:
Approximate Sparse Multinomial Logistic Regression for Classification. 490-493 - Jun Liu
, Henghui Ding
, Amir Shahroudy
, Ling-Yu Duan
, Xudong Jiang
, Gang Wang
, Alex C. Kot
:
Feature Boosting Network For 3D Pose Estimation. 494-501 - Mathew Monfort
, Carl Vondrick, Aude Oliva, Alex Andonian, Bolei Zhou
, Kandan Ramakrishnan, Sarah Adel Bargal
, Tom Yan, Lisa M. Brown, Quanfu Fan, Dan Gutfreund
:
Moments in Time Dataset: One Million Videos for Event Understanding. 502-508
Volume 42, Number 3, March 2020
- 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:
A Comprehensive Database for Benchmarking Imaging Systems. 509-520 - Yan Yang
, Jian Sun
, Huibin Li
, Zongben Xu:
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing. 521-538 - Yu Kong
, Zhiqiang Tao
, Yun Fu
:
Adversarial Action Prediction Networks. 539-553 - Mahmudul Hasan
, Sujoy Paul, Anastasios I. Mourikis, Amit K. Roy-Chowdhury
:
Context-Aware Query Selection for Active Learning in Event Recognition. 554-567 - Frederick Tung
, Greg Mori:
Deep Neural Network Compression by In-Parallel Pruning-Quantization. 568-579 - Venice Erin Liong, Jiwen Lu
, Ling-Yu Duan
, Yap-Peng Tan:
Deep Variational and Structural Hashing. 580-595 - Guido Borghi
, Matteo Fabbri
, Roberto Vezzani
, Simone Calderara
, Rita Cucchiara:
Face-from-Depth for Head Pose Estimation on Depth Images. 596-609 - Yuhong Wei, Yang Tang
, Paul D. McNicholas
:
Flexible High-Dimensional Unsupervised Learning with Missing Data. 610-621 - Hyun Soo Park
, Jianbo Shi:
Force from Motion: Decoding Control Force of Activity in a First-Person Video. 622-635 - Yan Huang
, Qi Wu
, Wei Wang, Liang Wang:
Image and Sentence Matching via Semantic Concepts and Order Learning. 636-650 - Amir Rosenfeld
, John K. Tsotsos
:
Incremental Learning Through Deep Adaptation. 651-663 - Feng Liu
, Qijun Zhao, Xiaoming Liu
, Dan Zeng
:
Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition. 664-678 - Hao Liu, Jiwen Lu
, Minghao Guo
, Suping Wu, Jie Zhou:
Learning Reasoning-Decision Networks for Robust Face Alignment. 679-693 - Xiaojie Guo
, Yu Li
, Jiayi Ma
, Haibin Ling
:
Mutually Guided Image Filtering. 694-707 - Yuki Fujimura
, Masaaki Iiyama, Atsushi Hashimoto
, Michihiko Minoh:
Photometric Stereo in Participating Media Using an Analytical Solution for Shape-Dependent Forward Scatter. 708-719 - Dana Berman
, Tali Treibitz
, Shai Avidan:
Single Image Dehazing Using Haze-Lines. 720-734 - Jiaqian Yu
, Matthew B. Blaschko
:
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses. 735-748 - Marcel Simon
, Erik Rodner
, Trevor Darrell, Joachim Denzler
:
The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization. 749-763
Volume 42, Number 4, April 2020
- Hilde Kuehne
, Alexander Richard, Juergen Gall
:
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation. 765-779 - Omkar M. Parkhi
, Esa Rahtu
, Qiong Cao
, Andrew Zisserman
:
Automated Video Face Labelling for Films and TV Material. 780-792 - Gaofeng Meng
, Chunhong Pan, Shiming Xiang
, Ying Wu:
Baselines Extraction from Curved Document Images via Slope Fields Recovery. 793-808 - Jianlong Chang
, Gaofeng Meng
, Lingfeng Wang
, Shiming Xiang
, Chunhong Pan:
Deep Self-Evolution Clustering. 809-823 - Yury A. Malkov
, Dmitry A. Yashunin:
Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs. 824-836 - Jean-Dominique Favreau
, Florent Lafarge
, Adrien Bousseau, Alex Auvolat
:
Extracting Geometric Structures in Images with Delaunay Point Processes. 837-850 - Kede Ma
, Zhengfang Duanmu
, Zhou Wang, Qingbo Wu
, Wentao Liu
, Hongwei Yong
, Hongliang Li
, Lei Zhang
:
Group Maximum Differentiation Competition: Model Comparison with Few Samples. 851-864 - Davoud Shahlaei
, Volker Blanz:
Hierarchical Bayesian Inverse Lighting of Portraits with a Virtual Light Stage. 865-879 - Chunfeng Lian
, Mingxia Liu
, Jun Zhang
, Dinggang Shen
:
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. 880-893 - Nati Ofir
, Meirav Galun, Sharon Alpert, Achi Brandt
, Boaz Nadler
, Ronen Basri
:
On Detection of Faint Edges in Noisy Images. 894-908 - Rui Zhang
, Sheng Tang
, Yongdong Zhang
, Jintao Li, Shuicheng Yan:
Perspective-Adaptive Convolutions for Scene Parsing. 909-924 - Canyi Lu
, Jiashi Feng
, Yudong Chen
, Wei Liu
, Zhouchen Lin
, Shuicheng Yan:
Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. 925-938 - Jin Gao
, Qiang Wang, Junliang Xing
, Haibin Ling
, Weiming Hu
, Stephen J. Maybank
:
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning. 939-955 - Hong-Xing Yu
, Ancong Wu
, Wei-Shi Zheng
:
Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding. 956-973 - Jacopo Iacovacci
, Lucas Lacasa
:
Visibility Graphs for Image Processing. 974-987 - James R. Clough
, Daniel R. Balfour
, Gastão Cruz
, Paul K. Marsden
, Claudia Prieto
, Andrew J. Reader
, Andrew P. King
:
Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets. 988-997 - Giacomo Spigler
:
Denoising Autoencoders for Overgeneralization in Neural Networks. 998-1004 - Olga Veksler
:
Efficient Graph Cut Optimization for Full CRFs with Quantized Edges. 1005-1012 - Abhijith Punnappurath
, Michael S. Brown:
Learning Raw Image Reconstruction-Aware Deep Image Compressors. 1013-1019
Volume 42, Number 5, May 2020
- Sergio Escalera
, Hugo Jair Escalante, Xavier Baró
, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü
:
Guest Editorial: Image and Video Inpainting and Denoising. 1021-1024 - Ran He
, Jie Cao
, Lingxiao Song, Zhenan Sun
, Tieniu Tan:
Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition. 1025-1037 - Dahun Kim
, Sanghyun Woo
, Joon-Young Lee
, In So Kweon:
Recurrent Temporal Aggregation Framework for Deep Video Inpainting. 1038-1052 - Ryan Szeto
, Ximeng Sun
, Kunyi Lu
, Jason J. Corso
:
A Temporally-Aware Interpolation Network for Video Frame Inpainting. 1053-1068 - Keze Wang
, Liang Lin
, Chenhan Jiang
, Chen Qian, Pengxu Wei:
3D Human Pose Machines with Self-Supervised Learning. 1069-1082 - Yong Liu
, Shizhong Liao
, Shali Jiang, Lizhong Ding
, Hailun Lin, Weiping Wang:
Fast Cross-Validation for Kernel-Based Algorithms. 1083-1096 - Shuhui Jiang
, Zhengming Ding
, Yun Fu
:
Heterogeneous Recommendation via Deep Low-Rank Sparse Collective Factorization. 1097-1111 - Lianli Gao
, Xiangpeng Li, Jingkuan Song
, Heng Tao Shen
:
Hierarchical LSTMs with Adaptive Attention for Visual Captioning. 1112-1131 - Charalambos Poullis
:
Large-Scale Urban Reconstruction with Tensor Clustering and Global Boundary Refinement. 1132-1145 - Grégory Rogez, Philippe Weinzaepfel
, Cordelia Schmid:
LCR-Net++: Multi-Person 2D and 3D Pose Detection in Natural Images. 1146-1161 - Reuben A. Farrugia
, Christine Guillemot
:
Light Field Super-Resolution Using a Low-Rank Prior and Deep Convolutional Neural Networks. 1162-1175 - Ji Zhao
, Laurent Kneip
, Yijia He
, Jiayi Ma
:
Minimal Case Relative Pose Computation Using Ray-Point-Ray Features. 1176-1190 - Xinwang Liu
, Xinzhong Zhu, Miaomiao Li
, Lei Wang
, En Zhu
, Tongliang Liu
, Marius Kloft, Dinggang Shen
, Jianping Yin, Wen Gao:
Multiple Kernel $k$k-Means with Incomplete Kernels. 1191-1204 - Huaxin Xiao, Bingyi Kang, Yu Liu
, Maojun Zhang, Jiashi Feng
:
Online Meta Adaptation for Fast Video Object Segmentation. 1205-1217 - Hongyang Gao
, Hao Yuan, Zhengyang Wang
, Shuiwang Ji
:
Pixel Transposed Convolutional Networks. 1218-1227 - Guosheng Lin
, Fayao Liu
, Anton Milan, Chunhua Shen
, Ian D. Reid
:
RefineNet: Multi-Path Refinement Networks for Dense Prediction. 1228-1242 - Zhenguo Yang
, Qing Li
, Wenyin Liu, Jianming Lv
:
Shared Multi-View Data Representation for Multi-Domain Event Detection. 1243-1256 - Nelson Nauata
, Hexiang Hu
, Guang-Tong Zhou
, Zhiwei Deng, Zicheng Liao
, Greg Mori:
Structured Label Inference for Visual Understanding. 1257-1271 - Peng Tang
, Chunyu Wang
, Xinggang Wang
, Wenyu Liu
, Wenjun Zeng
, Jingdong Wang
:
Object Detection in Videos by High Quality Object Linking. 1272-1278 - Shota Horiguchi
, Daiki Ikami
, Kiyoharu Aizawa
:
Significance of Softmax-Based Features in Comparison to Distance Metric Learning-Based Features. 1279-1285 - Ghalia Hemrit
, Graham D. Finlayson, Arjan Gijsenij
, Peter V. Gehler, Simone Bianco
, Mark S. Drew, Brian V. Funt, Lilong Shi:
Providing a Single Ground-Truth for Illuminant Estimation for the ColorChecker Dataset. 1286-1287
Volume 42, Number 6, June 2020
- Guibo Luo
, Yuesheng Zhu, Zhenyu Weng
, Zhaotian Li:
A Disocclusion Inpainting Framework for Depth-Based View Synthesis. 1289-1302 - Xinwang Liu
, Lei Wang
, Xinzhong Zhu, Miaomiao Li
, En Zhu
, Tongliang Liu
, Li Liu
, Yong Dou, Jianping Yin:
Absent Multiple Kernel Learning Algorithms. 1303-1316 - Wenhan Luo
, Peng Sun, Fangwei Zhong
, Wei Liu
, Tong Zhang
, Yizhou Wang
:
End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning. 1317-1332 - Tolga Birdal
, Benjamin Busam
, Nassir Navab, Slobodan Ilic
, Peter Sturm:
Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits. 1333-1347 - Christian Häne, Shubham Tulsiani
, Jitendra Malik:
Hierarchical Surface Prediction. 1348-1361 - Jie Shi
, Yalin Wang
:
Hyperbolic Wasserstein Distance for Shape Indexing. 1362-1376 - Wenhan Yang
, Robby T. Tan, Jiashi Feng
, Zongming Guo
, Shuicheng Yan, Jiaying Liu
:
Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks. 1377-1393 - Jovisa D. Zunic
, Paul L. Rosin
:
Measuring Shapes with Desired Convex Polygons. 1394-1407 - Deqing Sun
, Xiaodong Yang, Ming-Yu Liu, Jan Kautz:
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation. 1408-1423 - Dong Li
, Jia-Bin Huang
, Yali Li, Shengjin Wang
, Ming-Hsuan Yang
:
Progressive Representation Adaptation for Weakly Supervised Object Localization. 1424-1438 - Cenek Albl
, Zuzana Kukelova
, Viktor Larsson
, Tomás Pajdla:
Rolling Shutter Camera Absolute Pose. 1439-1452 - Jun Liu
, Amir Shahroudy
, Gang Wang
, Ling-Yu Duan
, Alex C. Kot
:
Skeleton-Based Online Action Prediction Using Scale Selection Network. 1453-1467 - Benjamin D. Haeffele
, René Vidal:
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications. 1468-1482 - Mahdi M. Kalayeh
, Mubarak Shah
:
Training Faster by Separating Modes of Variation in Batch-Normalized Models. 1483-1500 - Dongqing Zou, Xiaowu Chen
, Guangying Cao, Xiaogang Wang
:
Unsupervised Video Matting via Sparse and Low-Rank Representation. 1501-1514 - Agata Mosinska, Mateusz Kozinski
, Pascal Fua
:
Joint Segmentation and Path Classification of Curvilinear Structures. 1515-1521 - Mingzhi Dong, Yujiang Wang
, Xiaochen Yang
, Jing-Hao Xue
:
Learning Local Metrics and Influential Regions for Classification. 1522-1529