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Semantic ScholarIEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 41
Volume 41, Number 1, January 2019
- Sven J. Dickinson
:
State of the Journal. 1-5 - Yulong Wang, Yuan Yan Tang, Luoqing Li, Hong Chen, Jianjia Pan:
Atomic Representation-Based Classification: Theory, Algorithm, and Applications. 6-19 - Graham D. Finlayson, Han Gong, Robert B. Fisher:
Color Homography: Theory and Applications. 20-33 - Mehran Kafai, Kave Eshghi:
CROification: Accurate Kernel Classification with the Efficiency of Sparse Linear SVM. 34-48 - Ismet Zeki Yalniz, R. Manmatha:
Dependence Models for Searching Text in Document Images. 49-63 - Boris Cigale, Damjan Zazula:
Directional 3D Wavelet Transform Based on Gaussian Mixtures for the Analysis of 3D Ultrasound Ovarian Volumes. 64-77 - Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li:
Face Alignment in Full Pose Range: A 3D Total Solution. 78-92 - David F. Fouhey, Abhinav Gupta, Andrew Zisserman:
From Images to 3D Shape Attributes. 93-106 - Donghoon Lee, Ming-Hsuan Yang, Songhwai Oh:
Head and Body Orientation Estimation Using Convolutional Random Projection Forests. 107-120 - Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition. 121-135 - Dmitrii Marin, Meng Tang, Ismail Ben Ayed, Yuri Boykov:
Kernel Clustering: Density Biases and Solutions. 136-147 - Eyasu Zemene, Yonatan Tariku Tesfaye, Haroon Idrees, Andrea Prati, Marcello Pelillo, Mubarak Shah:
Large-Scale Image Geo-Localization Using Dominant Sets. 148-161 - Xucong Zhang, Yusuke Sugano, Mario Fritz, Andreas Bulling:
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation. 162-175 - Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. 176-189 - Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart C. Nabbe, Iain A. Matthews, Takeo Kanade, Shohei Nobuhara, Yaser Sheikh:
Panoptic Studio: A Massively Multiview System for Social Interaction Capture. 190-204 - Li Wang, Qi Mao:
Probabilistic Dimensionality Reduction via Structure Learning. 205-219 - Narunas Vaskevicius, Andreas Birk:
Revisiting Superquadric Fitting: A Numerically Stable Formulation. 220-233 - Lewis D. Griffin:
The Atlas Structure of Images. 234-245 - Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis:
Truncated Cauchy Non-Negative Matrix Factorization. 246-259
Volume 41, Number 2, February 2019
- Boxin Shi, Zhipeng Mo, Zhe Wu, Dinglong Duan, Sai-Kit Yeung, Ping Tan:
A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo. 271-284 - Omar Costilla-Reyes, Rubén Vera-Rodríguez, Patricia Scully, Krikor B. Ozanyan:
Analysis of Spatio-Temporal Representations for Robust Footstep Recognition with Deep Residual Neural Networks. 285-296 - Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai, In So Kweon:
Depth from a Light Field Image with Learning-Based Matching Costs. 297-310 - Spandana Gella, Frank Keller, Mirella Lapata:
Disambiguating Visual Verbs. 311-322 - Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Qingshan Liu, Xin Zhang:
Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data. 323-336 - Thibaut Durand, Nicolas Thome, Matthieu Cord:
Exploiting Negative Evidence for Deep Latent Structured Models. 337-351 - Ganzhao Yuan, Bernard Ghanem:
ℓ0TV: A Sparse Optimization Method for Impulse Noise Image Restoration. 352-364 - Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Learning Multi-Task Correlation Particle Filters for Visual Tracking. 365-378 - Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Toy Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard G. Medioni, Louis-Philippe Morency, Prem Natarajan, Ram Nevatia:
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. 379-393 - Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik:
Learning Two-Branch Neural Networks for Image-Text Matching Tasks. 394-407 - Weiwei Liu, Donna Xu, Ivor W. Tsang, Wenjie Zhang:
Metric Learning for Multi-Output Tasks. 408-422 - Tadas Baltrusaitis, Chaitanya Ahuja, Louis-Philippe Morency:
Multimodal Machine Learning: A Survey and Taxonomy. 423-443 - Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng:
Multivariate Regression with Gross Errors on Manifold-Valued Data. 444-458 - Khurram Soomro, Haroon Idrees, Mubarak Shah:
Online Localization and Prediction of Actions and Interactions. 459-472 - Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang:
Robust Structural Sparse Tracking. 473-486 - Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan:
Subspace Clustering by Block Diagonal Representation. 487-501 - Ralf Schlüter, Eugen Beck, Hermann Ney:
Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction. 502-514 - Ehsan Adeli, Kim-Han Thung, Le An, Guorong Wu, Feng Shi, Tao Wang, Dinggang Shen:
Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises. 515-522
Volume 41, Number 3, March 2019
- Srikrishna Karanam, Mengran Gou, Ziyan Wu, Angels Rates-Borras, Octavia I. Camps, Richard J. Radke:
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets. 523-536 - Aneta Bera, Przemyslaw Klesk, Dariusz Sychel:
Constant-Time Calculation of Zernike Moments for Detection with Rotational Invariance. 537-551 - Chao-Tsung Huang:
Empirical Bayesian Light-Field Stereo Matching by Robust Pseudo Random Field Modeling. 552-565 - Francesco Setti, Marco Cristani:
Evaluating the Group Detection Performance: The GRODE Metrics. 566-580 - Seungryong Kim, Dongbo Min, Bumsub Ham, Stephen Lin, Kwanghoon Sohn:
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence. 581-595 - Ruimao Zhang, Liang Lin, Guangrun Wang, Meng Wang, Wangmeng Zuo:
Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions. 596-610 - Wuming Zhang, Xi Zhao, Jean-Marie Morvan, Liming Chen:
Improving Shadow Suppression for Illumination Robust Face Recognition. 611-624 - Salvador Aguiñaga, David Chiang, Tim Weninger:
Learning Hyperedge Replacement Grammars for Graph Generation. 625-638 - Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang:
Mixed Supervised Object Detection with Robust Objectness Transfer. 639-653 - Wei Wang, Yan Yan, Zhen Cui, Jiashi Feng, Shuicheng Yan, Nicu Sebe:
Recurrent Face Aging with Hierarchical AutoRegressive Memory. 654-668 - Andres Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion:
Recursive Nearest Agglomeration (ReNA): Fast Clustering for Approximation of Structured Signals. 669-681 - Kyungdon Joo, Tae-Hyun Oh, Jun-Sik Kim, In So Kweon:
Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time. 682-696 - Hanzi Wang, Guobao Xiao, Yan Yan, David Suter:
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. 697-711 - Enver Sangineto, Moin Nabi, Dubravko Culibrk, Nicu Sebe:
Self Paced Deep Learning for Weakly Supervised Object Detection. 712-725 - Marei Algarni, Ganesh Sundaramoorthi:
SurfCut: Surfaces of Minimal Paths from Topological Structures. 726-739 - Zoya Bylinskii, Tilke Judd, Aude Oliva, Antonio Torralba, Frédo Durand:
What Do Different Evaluation Metrics Tell Us About Saliency Models? 740-757 - Weihong Deng, Jiani Hu, Jun Guo:
Compressive Binary Patterns: Designing a Robust Binary Face Descriptor with Random-Field Eigenfilters. 758-767 - Simon Hadfield, Karel Lebeda, Richard Bowden:
HARD-PnP: PnP Optimization Using a Hybrid Approximate Representation. 768-774
Volume 41, Number 4, April 2019
- Sunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo, In So Kweon:
Accurate 3D Reconstruction from Small Motion Clip for Rolling Shutter Cameras. 775-787 - Kai Cao, Anil K. Jain:
Automated Latent Fingerprint Recognition. 788-800 - Artem Rozantsev, Mathieu Salzmann, Pascal Fua:
Beyond Sharing Weights for Deep Domain Adaptation. 801-814 - Qibin Hou, Ming-Ming Cheng, Xiaowei Hu, Ali Borji, Zhuowen Tu, Philip H. S. Torr:
Deeply Supervised Salient Object Detection with Short Connections. 815-828 - Jayakorn Vongkulbhisal, Fernando De la Torre, João Paulo Costeira:
Discriminative Optimization: Theory and Applications to Computer Vision. 829-843 - Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation. 844-856 - Lizhi Wang, Zhiwei Xiong, Hua Huang, Guangming Shi, Feng Wu, Wenjun Zeng:
High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling. 857-870 - Xiaodan Liang, Ke Gong, Xiaohui Shen, Liang Lin:
Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark. 871-885 - Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann:
Memory Efficient Max Flow for Multi-Label Submodular MRFs. 886-900 - Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis:
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior. 901-914 - Xi Li, Liming Zhao, Wei Ji, Yiming Wu, Fei Wu, Ming-Hsuan Yang, Dacheng Tao, Ian D. Reid:
Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object Tracking. 915-927 - Vladimir Gligorijevic, Yannis Panagakis, Stefanos Zafeiriou:
Non-Negative Matrix Factorizations for Multiplex Network Analysis. 928-940 - Hong Liu, Rongrong Ji, Jingdong Wang, Chunhua Shen:
Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search. 941-955 - Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann:
Real-Time 3D Hand Pose Estimation with 3D Convolutional Neural Networks. 956-970 - Antonio Agudo, Francesc Moreno-Noguer:
Robust Spatio-Temporal Clustering and Reconstruction of Multiple Deformable Bodies. 971-984 - Wenguan Wang, Jianbing Shen, Fatih Porikli, Ruigang Yang:
Semi-Supervised Video Object Segmentation with Super-Trajectories. 985-998 - Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim:
Towards Personalized Image Captioning via Multimodal Memory Networks. 999-1012 - Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain. 1013-1026
Volume 41, Number 5, May 2019
- Jian Liang, Ran He, Zhenan Sun, Tieniu Tan:
Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation. 1027-1042 - Jean-Baptiste Fasquel, Nicolas Delanoue:
A Graph Based Image Interpretation Method Using A Priori Qualitative Inclusion and Photometric Relationships. 1043-1055 - Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Qingjiang Shi, Mingyi Hong:
Anchor-Free Correlated Topic Modeling. 1056-1071 - Tianyi Zhao, Qiuyu Chen, Zhenzhong Kuang, Jun Yu, Wei Zhang, Jianping Fan:
Deep Mixture of Diverse Experts for Large-Scale Visual Recognition. 1072-1087 - Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler:
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. 1088-1101 - Philipp Jauer, Ivo Kuhlemann, Ralf Bruder, Achim Schweikard, Floris Ernst:
Efficient Registration of High-Resolution Feature Enhanced Point Clouds. 1102-1115 - Yuankai Qi, Shengping Zhang, Lei Qin, Qingming Huang, Hongxun Yao, Jongwoo Lim, Ming-Hsuan Yang:
Hedging Deep Features for Visual Tracking. 1116-1130 - Kang Zhu, Yujia Xue, Qiang Fu, Sing Bing Kang, Xilin Chen, Jingyi Yu:
Hyperspectral Light Field Stereo Matching. 1131-1143 - Erbo Li, Hanlin Mo, Dong Xu, Hua Li:
Image Projective Invariants. 1144-1157 - Wangmeng Zuo, Xiaohe Wu, Liang Lin, Lei Zhang, Ming-Hsuan Yang:
Learning Support Correlation Filters for Visual Tracking. 1158-1172 - Xin Jiang Hunt, Rebecca Willett:
Online Data Thinning via Multi-Subspace Tracking. 1173-1187 - Guangcan Mai, Kai Cao, Pong C. Yuen, Anil K. Jain:
On the Reconstruction of Face Images from Deep Face Templates. 1188-1202 - Jaeseung Lim, Sankeun Lee:
Patchmatch-Based Robust Stereo Matching Under Radiometric Changes. 1203-1212 - Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki:
Regularized Diffusion Process on Bidirectional Context for Object Retrieval. 1213-1226 - Chunyu Wang, Yizhou Wang, Zhouchen Lin, Alan L. Yuille:
Robust 3D Human Pose Estimation from Single Images or Video Sequences. 1227-1241 - Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, Stefan Lee, José M. F. Moura, Devi Parikh, Dhruv Batra:
Visual Dialog. 1242-1256 - Han-Jia Ye, De-Chuan Zhan, Yuan Jiang, Zhi-Hua Zhou:
What Makes Objects Similar: A Unified Multi-Metric Learning Approach. 1257-1270 - Zhen Cui, Shengtao Xiao, Zhiheng Niu, Shuicheng Yan, Wenming Zheng:
Recurrent Shape Regression. 1271-1278
Volume 41, Number 6, June 2019
- Dan Teng, Delin Chu:
A Fast Frequent Directions Algorithm for Low Rank Approximation. 1279-1293 - Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng:
CNN-Based Real-Time Dense Face Reconstruction with Inverse-Rendered Photo-Realistic Face Images. 1294-1307 - Jingdong Wang, Ting Zhang:
Composite Quantization. 1308-1322 - Lei Yu, Tianyu Yang, Antoni B. Chan:
Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference. 1323-1337 - Trevor Campbell, Brian Kulis, Jonathan P. How:
Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models. 1338-1352 - Shervin Ardeshir, Ali Borji:
Egocentric Meets Top-View. 1353-1366 - Qi Dong, Shaogang Gong, Xiatian Zhu:
Imbalanced Deep Learning by Minority Class Incremental Rectification. 1367-1381 - Changsheng Li, Xiangfeng Wang, Weishan Dong, Junchi Yan, Qingshan Liu, Hongyuan Zha:
Joint Active Learning with Feature Selection via CUR Matrix Decomposition. 1382-1396 - Min-Gyu Park, Kuk-Jin Yoon:
Learning and Selecting Confidence Measures for Robust Stereo Matching. 1397-1411 - Jinshan Pan, Wenqi Ren, Zhe Hu, Ming-Hsuan Yang:
Learning to Deblur Images with Exemplars. 1412-1425 - Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe:
Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks. 1426-1440 - Matthias Reso, Jörn Jachalsky, Bodo Rosenhahn, Jörn Ostermann:
Occlusion-Aware Method for Temporally Consistent Superpixels. 1441-1454 - Chen Li, Kun Zhou, Hsiang-Tao Wu, Stephen Lin:
Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors. 1455-1469 - Chaowei Fang, Zicheng Liao, Yizhou Yu:
Piecewise Flat Embedding for Image Segmentation. 1470-1485 - Daniel Martinho-Corbishley, Mark S. Nixon, John N. Carter:
Super-Fine Attributes with Crowd Prototyping. 1486-1500 - Kevin Lin, Jiwen Lu, Chu-Song Chen, Jie Zhou, Ming-Ting Sun:
Unsupervised Deep Learning of Compact Binary Descriptors. 1501-1514 - Kevis-Kokitsi Maninis, Sergi Caelles, Yuhua Chen, Jordi Pont-Tuset, Laura Leal-Taixé, Daniel Cremers, Luc Van Gool:
Video Object Segmentation without Temporal Information. 1515-1530
Volume 41, Number 7, July 2019
- Wenguan Wang, Jianbing Shen, Haibin Ling:
A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping. 1531-1544 - Jinwei Ye, Yu Ji, Mingyuan Zhou, Sing Bing Kang, Jingyi Yu:
Content Aware Image Pre-Compensation. 1545-1558 - Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren:
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation. 1559-1572 - Benjamin B. Kimia, Xiaoyan Li, Yuliang Guo, Amir Tamrakar:
Differential Geometry in Edge Detection: Accurate Estimation of Position, Orientation and Curvature. 1573-1586 - George Retsinas, Georgios Louloudis, Nikolaos Stamatopoulos, Basilis Gatos:
Efficient Learning-Free Keyword Spotting. 1587-1600 - Dinesh Jayaraman, Kristen Grauman:
End-to-End Policy Learning for Active Visual Categorization. 1601-1614 - Marco La Manna, Fiona Kine, Eric Breitbach, Jonathan Jackson, Talha Sultan, Andreas Velten:
Error Backprojection Algorithms for Non-Line-of-Sight Imaging. 1615-1626 - Chunshui Cao, Yongzhen Huang, Yi Yang, Liang Wang, Zilei Wang, Tieniu Tan:
Feedback Convolutional Neural Network for Visual Localization and Segmentation. 1627-1640 - Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng:
Few-Example Object Detection with Model Communication. 1641-1654 - Filip Radenovic, Giorgos Tolias, Ondrej Chum:
Fine-Tuning CNN Image Retrieval with No Human Annotation. 1655-1668 - Jan Funke, Fabian Tschopp, William Grisaitis, Arlo Sheridan, Chandan Singh, Stephan Saalfeld, Srinivas C. Turaga:
Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction. 1669-1680 - Gaochang Wu, Yebin Liu, Lu Fang, Qionghai Dai, Tianyou Chai:
Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications. 1681-1694