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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 - Mei-Chen Yeh
, Yi-Nan Li:
Multilabel Deep Visual-Semantic Embedding. 1530-1536 - Jufeng Yang
, Jie Liang
, Kai Wang
, Paul L. Rosin
, Ming-Hsuan Yang
:
Subspace Clustering via Good Neighbors. 1537-1544
Volume 42, Number 7, July 2020
- Ayan Chakrabarti
, Kalyan Sunkavalli, David A. Forsyth:
Guest Editors' Introduction to the Special Section on Computational Photography. 1545-1546 - Mohammed Almatrafi
, Raymond Baldwin, Kiyoharu Aizawa
, Keigo Hirakawa
:
Distance Surface for Event-Based Optical Flow. 1547-1556 - Avinash Paliwal
, Nima Khademi Kalantari
:
Deep Slow Motion Video Reconstruction With Hybrid Imaging System. 1557-1569 - Cen Wang
, Minye Wu
, Ziyu Wang
, Liao Wang, Hao Sheng
, Jingyi Yu:
Neural Opacity Point Cloud. 1570-1581 - J. Matías Di Martino
, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu
, Guillermo Sapiro
:
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. 1582-1593 - Mingyuan Zhou, Yuqi Ding
, Yu Ji, S. Susan Young, Jingyi Yu, Jinwei Ye
:
Shape and Reflectance Reconstruction Using Concentric Multi-Spectral Light Field. 1594-1605 - Yi Hua
, Shigeki Nakamura, M. Salman Asif
, Aswin C. Sankaranarayanan
:
SweepCam - Depth-Aware Lensless Imaging Using Programmable Masks. 1606-1617 - Vivek Boominathan
, Jesse K. Adams, Jacob T. Robinson
, Ashok Veeraraghavan
:
PhlatCam: Designed Phase-Mask Based Thin Lensless Camera. 1618-1629 - Ayush Bhandari
, Miguel Heredia Conde
, Otmar Loffeld
:
One-Bit Time-Resolved Imaging. 1630-1641 - Julien N. P. Martel
, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
, Gordon Wetzstein
:
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors. 1642-1653 - Yu Chen
, Chunhua Shen
, Hao Chen
, Xiu-Shen Wei
, Lingqiao Liu
, Jian Yang
:
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization. 1654-1669 - Zhipeng Mo
, Boxin Shi
, Sai-Kit Yeung, Yasuyuki Matsushita
:
Ambiguity-Free Radiometric Calibration for Internet Photo Collections. 1670-1684 - Shumeet Baluja
:
Hiding Images within Images. 1685-1697 - Han-Jia Ye
, De-Chuan Zhan
, Nan Li, Yuan Jiang:
Learning Multiple Local Metrics: Global Consideration Helps. 1698-1712 - Ehsan Adeli
, Xiaorui Li, Dongjin Kwon, Yong Zhang
, Kilian M. Pohl
:
Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection. 1713-1728 - Sepehr Eghbali
, Mohammad Hassan Zokaei Ashtiani, Ladan Tahvildari:
Online Nearest Neighbor Search Using Hamming Weight Trees. 1729-1740 - Zhen Zhang
, Mianzhi Wang
, Arye Nehorai
:
Optimal Transport in Reproducing Kernel Hilbert Spaces: Theory and Applications. 1741-1754 - Dingwen Zhang, Junwei Han
, Yu Zhang, Dong Xu
:
Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation. 1755-1769 - Minxian Li, Xiatian Zhu
, Shaogang Gong
:
Unsupervised Tracklet Person Re-Identification. 1770-1782 - Weixiang Hong
, Xueyan Tang
, Jingjing Meng, Junsong Yuan
:
Asymmetric Mapping Quantization for Nearest Neighbor Search. 1783-1790 - Hadar Averbuch-Elor
, Nadav Bar
, Daniel Cohen-Or
:
Border-Peeling Clustering. 1791-1797 - Yong-Jin Liu
, Yiheng Han
, Zipeng Ye
, Yu-Kun Lai
:
Ranking-Preserving Cross-Source Learning for Image Retargeting Quality Assessment. 1798-1805
Volume 42, Number 8, August 2020
- Xu Yang
, Zhi-Yong Liu, Hong Qiao:
A Continuation Method for Graph Matching Based Feature Correspondence. 1809-1822 - Yang Zhang
, Philip David
, Hassan Foroosh
, Boqing Gong
:
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes. 1823-1841 - Cheolmin Kim
, Diego Klabjan
:
A Simple and Fast Algorithm for L1-Norm Kernel PCA. 1842-1855 - Qichao Que
, Mikhail Belkin:
Back to the Future: Radial Basis Function Network Revisited. 1856-1867 - Kevin H. M. Cheng
, Ajay Kumar
:
Contactless Biometric Identification Using 3D Finger Knuckle Patterns. 1868-1883 - Wenda Zhao
, Fan Zhao
, Dong Wang
, Huchuan Lu
:
Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Network. 1884-1897 - Markus Oberweger
, Paul Wohlhart
, Vincent Lepetit:
Generalized Feedback Loop for Joint Hand-Object Pose Estimation. 1898-1912 - Wenguan Wang
, Jianbing Shen
, Xingping Dong
, Ali Borji, Ruigang Yang
:
Inferring Salient Objects from Human Fixations. 1913-1927 - Mostafa Tavassolipour
, Seyed Abolfazl Motahari
, Mohammad Taghi Manzuri Shalmani
:
Learning of Gaussian Processes in Distributed and Communication Limited Systems. 1928-1941 - Chih-Yi Chiu
, Amorntip Prayoonwong
, Yin-Chih Liao
:
Learning to Index for Nearest Neighbor Search. 1942-1956 - Ping Hu
, Gang Wang
, Xiangfei Kong, Jason Kuen, Yap-Peng Tan:
Motion-Guided Cascaded Refinement Network for Video Object Segmentation. 1957-1967 - Jeremias Sulam
, Aviad Aberdam
, Amir Beck, Michael Elad
:
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks. 1968-1980 - Gabriel Schwartz
, Ko Nishino
:
Recognizing Material Properties from Images. 1981-1995 - Juan-Manuel Pérez-Rúa
, Ondrej Miksik
, Tomás Crivelli, Patrick Bouthemy, Philip H. S. Torr, Patrick Pérez
:
ROAM: A Rich Object Appearance Model with Application to Rotoscoping. 1996-2010 - Jie Hu
, Li Shen
, Samuel Albanie
, Gang Sun
, Enhua Wu
:
Squeeze-and-Excitation Networks. 2011-2023 - Xiang Lyu
, Will Wei Sun
, Zhaoran Wang, Han Liu, Jian Yang, Guang Cheng
:
Tensor Graphical Model: Non-Convex Optimization and Statistical Inference. 2024-2037 - Zhiqiang Tang
, Xi Peng
, Kang Li
, Dimitris N. Metaxas:
Towards Efficient U-Nets: A Coupled and Quantized Approach. 2038-2050 - Federico Paredes-Vallés
, Kirk Y. W. Scheper
, Guido C. H. E. de Croon
:
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception. 2051-2064
Volume 42, Number 9, September 2020
- Stéphane Lathuilière
, Pablo Mesejo, Xavier Alameda-Pineda
, Radu Horaud
:
A Comprehensive Analysis of Deep Regression. 2065-2081 - Shangfei Wang
, Zhuangqiang Zheng
, Shi Yin, Jiajia Yang
, Qiang Ji
:
A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis. 2082-2095 - Félix Iglesias
, Tanja Zseby
, Arthur Zimek
:
Absolute Cluster Validity. 2096-2112 - Vincenzo Carletti
, Antonio Greco
, Gennaro Percannella
, Mario Vento
:
Age from Faces in the Deep Learning Revolution. 2113-2132 - Yukun Chen
, Jianbo Ye
, Jia Li
:
Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. 2133-2147 - Xin Yu
, Fatemeh Shiri
, Bernard Ghanem
, Fatih Porikli
:
Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces. 2148-2164 - Erdem Akagündüz
, Adrian G. Bors
, Karla K. Evans
:
Defining Image Memorability Using the Visual Memory Schema. 2165-2178 - Tetsu Matsukawa
, Takahiro Okabe
, Einoshin Suzuki
, Yoichi Sato
:
Hierarchical Gaussian Descriptors with Application to Person Re-Identification. 2179-2194 - Zhaowei Cai
, Mohammad J. Saberian, Nuno Vasconcelos
:
Learning Complexity-Aware Cascades for Pedestrian Detection. 2195-2211 - Youssef Tamaazousti
, Hervé Le Borgne
, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
:
Learning More Universal Representations for Transfer-Learning. 2212-2224 - Rana Ali Amjad
, Bernhard C. Geiger
:
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle. 2225-2239 - Kui Yu
, Lin Liu
, Jiuyong Li
, Wei Ding
, Thuc Duy Le
:
Multi-Source Causal Feature Selection. 2240-2256 - Soham Sarkar
, Anil Kumar Ghosh
:
On Perfect Clustering of High Dimension, Low Sample Size Data. 2257-2272 - Ryoya Yamasaki
, Toshiyuki Tanaka
:
Properties of Mean Shift. 2273-2286 - Dongxiang Zhang
, Lei Wang, Luming Zhang
, Bing Tian Dai
, Heng Tao Shen
:
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. 2287-2305 - Oscar Koller
, Necati Cihan Camgöz
, Hermann Ney, Richard Bowden
:
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos. 2306-2320 - Adam Scholefield
, Alireza Ghasemi, Martin Vetterli
:
Bound and Conquer: Improving Triangulation by Enforcing Consistency. 2321-2326
Volume 42, Number 10, October 2020
- Mohammed Bennamoun
, Yulan Guo
, Federico Tombari
, Kamal Youcef-Toumi
, Ko Nishino
:
Guest Editors' Introduction to the Special Issue on RGB-D Vision: Methods and Applications. 2329-2332 - Aviad Zabatani
, Vitaly Surazhsky
, Erez Sperling, Sagi Ben-Moshe, Ohad Menashe, David H. Silver
, Zachi Karni, Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel
:
Intel® RealSense™ SR300 Coded Light Depth Camera. 2333-2345 - Hoover Rueda-Chacon
, Juan Felipe Florez-Ospina
, Daniel L. Lau
, Gonzalo R. Arce
:
Snapshot Compressive ToF+Spectral Imaging via Optimized Color-Coded Apertures. 2346-2360 - Xinjing Cheng
, Peng Wang
, Ruigang Yang
:
Learning Depth with Convolutional Spatial Propagation Network. 2361-2379 - Andrea Pilzer
, Stéphane Lathuilière
, Dan Xu
, Mihai Marian Puscas
, Elisa Ricci
, Nicu Sebe
:
Progressive Fusion for Unsupervised Binocular Depth Estimation Using Cycled Networks. 2380-2395 - Alessio Tonioni
, Matteo Poggi
, Stefano Mattoccia
, Luigi Di Stefano
:
Unsupervised Domain Adaptation for Depth Prediction from Images. 2396-2409 - Rongrong Ji
, Ke Li
, Yan Wang
, Xiaoshuai Sun
, Feng Guo
, Xiaowei Guo, Yongjian Wu, Feiyue Huang, Jiebo Luo
:
Semi-Supervised Adversarial Monocular Depth Estimation. 2410-2422 - Abdelrahman Eldesokey
, Michael Felsberg
, Fahad Shahbaz Khan:
Confidence Propagation through CNNs for Guided Sparse Depth Regression. 2423-2436 - Shuhang Gu
, Shi Guo
, Wangmeng Zuo
, Yunjin Chen
, Radu Timofte
, Luc Van Gool
, Lei Zhang
:
Learned Dynamic Guidance for Depth Image Reconstruction. 2437-2452 - Bjoern Haefner
, Songyou Peng, Alok Verma, Yvain Quéau, Daniel Cremers
:
Photometric Depth Super-Resolution. 2453-2464 - Tommaso Cavallari
, Stuart Golodetz
, Nicholas A. Lord
, Julien P. C. Valentin, Victor Adrian Prisacariu, Luigi Di Stefano
, Philip H. S. Torr:
Real-Time RGB-D Camera Pose Estimation in Novel Scenes Using a Relocalisation Cascade. 2465-2477 - E. Jared Shamwell
, Kyle Lindgren
, Sarah Leung, William D. Nothwang:
Unsupervised Deep Visual-Inertial Odometry with Online Error Correction for RGB-D Imagery. 2478-2493 - Thomas Schöps
, Torsten Sattler
, Marc Pollefeys
:
SurfelMeshing: Online Surfel-Based Mesh Reconstruction. 2494-2507 - Lan Xu
, Zhuo Su
, Lei Han
, Tao Yu
, Yebin Liu
, Lu Fang
:
UnstructuredFusion: Realtime 4D Geometry and Texture Reconstruction Using Commercial RGBD Cameras. 2508-2522 - Tao Yu
, Jianhui Zhao
, Zerong Zheng
, Kaiwen Guo
, Qionghai Dai, Hao Li
, Gerard Pons-Moll, Yebin Liu
:
DoubleFusion: Real-Time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor. 2523-2539 - Nikolas Hesse
, Sergi Pujades
, Michael J. Black
, Michael Arens
, Ulrich G. Hofmann
, A. Sebastian Schroeder
:
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences. 2540-2551 - Luo Jiang
, Juyong Zhang
, Bailin Deng
:
Robust RGB-D Face Recognition Using Attribute-Aware Loss. 2552-2566 - S. Hamidreza Kasaei
, Luís Seabra Lopes
, Ana Maria Tomé:
Local-LDA: Open-Ended Learning of Latent Topics for 3D Object Recognition. 2567-2580 - Nuno C. Garcia
, Pietro Morerio
, Vittorio Murino
:
Learning with Privileged Information via Adversarial Discriminative Modality Distillation. 2581-2593 - Amor Ben Tanfous
, Hassen Drira
, Boulbaba Ben Amor
:
Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition. 2594-2607 - Zhenyu Zhang
, Zhen Cui
, Chunyan Xu
, Zequn Jie
, Xiang Li, Jian Yang
:
Joint Task-Recursive Learning for RGB-D Scene Understanding. 2608-2623 - Chenxu Luo
, Zhenheng Yang
, Peng Wang
, Yang Wang, Wei Xu, Ram Nevatia, Alan L. Yuille
:
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. 2624-2641 - Di Lin
, Hui Huang
:
Zig-Zag Network for Semantic Segmentation of RGB-D Images. 2642-2655 - Kyungdon Joo
, Tae-Hyun Oh
, In So Kweon
, Jean-Charles Bazin
:
Globally Optimal Inlier Set Maximization for Atlanta World Understanding. 2656-2669 - Zhile Ren
, Erik B. Sudderth
:
Clouds of Oriented Gradients for 3D Detection of Objects, Surfaces, and Indoor Scene Layouts. 2670-2683 - Jun Liu
, Amir Shahroudy
, Mauricio Perez, Gang Wang
, Ling-Yu Duan
, Alex C. Kot
:
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding. 2684-2701 - Xinyu Huang
, Peng Wang
, Xinjing Cheng
, Dingfu Zhou, Qichuan Geng, Ruigang Yang
:
The ApolloScape Open Dataset for Autonomous Driving and Its Application. 2702-2719 - Xinxin Zuo
, Sen Wang
, Jiangbin Zheng
, Zhigeng Pan, Ruigang Yang
:
Detailed Surface Geometry and Albedo Recovery from RGB-D Video under Natural Illumination. 2720-2734
Volume 42, Number 11, November 2020
- Fu-Dong Wang
, Nan Xue
, Yipeng Zhang, Gui-Song Xia
, Marcello Pelillo
:
A Functional Representation for Graph Matching. 2737-2754 - Ronak Kosti
, José M. Álvarez, Adrià Recasens
, Àgata Lapedriza
:
Context Based Emotion Recognition Using EMOTIC Dataset. 2755-2766 - Bharath Ramesh
, Hong Yang
, Garrick Orchard
, Ngoc Anh Le Thi, Shihao Zhang
, Cheng Xiang
:
DART: Distribution Aware Retinal Transform for Event-Based Cameras. 2767-2780 - Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang:
Deep Imbalanced Learning for Face Recognition and Attribute Prediction. 2781-2794 - Xiaowei Hu
, Chi-Wing Fu
, Lei Zhu
, Jing Qin
, Pheng-Ann Heng
:
Direction-Aware Spatial Context Features for Shadow Detection and Removal. 2795-2808 - Yukai Shi
, Guanbin Li
, Qingxing Cao
, Keze Wang
, Liang Lin
:
Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning. 2809-2824 - Vassileios Balntas, Karel Lenc
, Andrea Vedaldi
, Tinne Tuytelaars
, Jiri Matas
, Krystian Mikolajczyk:
$\mathbb {H}$H-Patches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors. 2825-2841 - Bing Su
, Ying Wu:
Learning Low-Dimensional Temporal Representations with Latent Alignments. 2842-2857 - Jiahuan Zhou
, Ying Wu:
Learning Visual Instance Retrieval from Failure: Efficient Online Local Metric Adaptation from Negative Samples. 2858-2873 - Jianlong Chang
, Lingfeng Wang
, Gaofeng Meng
, Qi Zhang, Shiming Xiang
, Chunhong Pan:
Local-Aggregation Graph Networks. 2874-2886 - Daniel L. Sussman
, Youngser Park
, Carey E. Priebe
, Vince Lyzinski:
Matched Filters for Noisy Induced Subgraph Detection. 2887-2900 - Armin Eftekhari
, Raphael A. Hauser
, Andreas Grammenos
:
MOSES: A Streaming Algorithm for Linear Dimensionality Reduction. 2901-2911 - Yimin Yang
, Q. M. Jonathan Wu
, Xiexing Feng
, Thangarajah Akilan
:
Recomputation of the Dense Layers for Performance Improvement of DCNN. 2912-2925 - Xin Yu
, Basura Fernando
, Richard Hartley
, Fatih Porikli
:
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. 2926-2943 - Thomas Köhler
, Michel Bätz
, Farzad Naderi
, André Kaup
, Andreas Maier
, Christian Riess
:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. 2944-2959 - Shujian Yu
, Luis Gonzalo Sánchez Giraldo
, Robert Jenssen
, José C. Príncipe
:
Multivariate Extension of Matrix-Based Rényi's $\alpha$α-Order Entropy Functional. 2960-2966
Volume 42, Number 12, December 2020
- Renjie Wan
, Boxin Shi
, Haoliang Li
, Ling-Yu Duan
, Ah-Hwee Tan
, Alex C. Kot
:
CoRRN: Cooperative Reflection Removal Network. 2969-2982 - Dario Zanca
, Stefano Melacci
, Marco Gori:
Gravitational Laws of Focus of Attention. 2983-2995 - Kunpeng Li
, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst
, Yun Fu
:
Guided Attention Inference Network. 2996-3010 - Shaifali Parashar
, Daniel Pizarro
, Adrien Bartoli
:
Local Deformable 3D Reconstruction with Cartan's Connections. 3011-3026 - Risheng Liu
, Shichao Cheng
, Yi He
, Xin Fan
, Zhouchen Lin
, Zhongxuan Luo:
On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems. 3027-3039 - Anurag Arnab
, Ondrej Miksik
, Philip H. S. Torr:
On the Robustness of Semantic Segmentation Models to Adversarial Attacks. 3040-3053 - Jacinto C. Nascimento
, Gustavo Carneiro
:
One Shot Segmentation: Unifying Rigid Detection and Non-Rigid Segmentation Using Elastic Regularization. 3054-3070 - Chang Chen
, Zhiwei Xiong
, Xinmei Tian
, Zheng-Jun Zha
, Feng Wu:
Real-World Image Denoising with Deep Boosting. 3071-3087 - Wei Zhang
, Bairui Wang, Lin Ma
, Wei Liu
:
Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning. 3088-3101 - Mandar Dixit, Yunsheng Li
, Nuno Vasconcelos
:
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes. 3102-3118 - Xian Wei, Hao Shen
, Martin Kleinsteuber
:
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations. 3119-3135 - Yanwei Fu
, Xiaomei Wang
, Hanze Dong
, Yu-Gang Jiang
, Meng Wang
, Xiangyang Xue
, Leonid Sigal:
Vocabulary-Informed Zero-Shot and Open-Set Learning. 3136-3152

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