IEEE TPAMI

Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition

Diogo C Luvizon, Hedi Tabia, David Picard

Comments Accepted to TPAMI. arXiv admin note: text overlap with arXiv:1802.09232

Towards a complete 3D morphable model of the human head

Stylianos Ploumpis, Evangelos Ververas, Eimear O' Sullivan, Stylianos Moschoglou, Haoyang Wang, Nick Pears, William A. P. Smith, Baris Gecer, Stefanos Zafeiriou

Comments 18 pages, 18 figures, submitted to Transactions on Pattern Analysis and Machine Intelligence (TPAMI) on the 9th of October as an extension paper of the original oral CVPR paper : arXiv:1903.03785

Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings

Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

Deep Learning for Image Super-resolution: A Survey

Zhihao Wang, Jian Chen, Steven C. H. Hoi

Comments Accepted by IEEE TPAMI

Person Re-identification by Contour Sketch under Moderate Clothing Change

Qize Yang, Ancong Wu, Wei-Shi Zheng

Comments To appear in TPAMI

A Differential Approach for Gaze Estimation

Gang Liu, Yu Yu, Kenneth A. Funes Mora, Jean-Marc Odobez

Comments Extension to our paper A differential approach for gaze estimation with calibration (BMVC 2018) Submitted to PAMI on Aug. 7th, 2018 Accepted by PAMI short on Dec. 2019, in IEEE Transactions on Pattern Analysis and Machine Intelligence

Residual Dense Network for Image Restoration

Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

Comments To appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1802.08797

DepthTransfer: Depth Extraction from Video Using Non-parametric Sampling

Kevin Karsch, Ce Liu, Sing Bing Kang

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence Volume: 36 Issue: 11 pgs 2144-2158 (2014)

Single Day Outdoor Photometric Stereo

Yannick Hold-Geoffroy, Paulo F. U. Gotardo, Jean-François Lalonde

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 2019, 0162-8828

Direction Concentration Learning: Enhancing Congruency in Machine Learning

Yan Luo, Yongkang Wong, Mohan S. Kankanhalli, Qi Zhao

Comments This is a preprint and the formal version has been published in TPAMI

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019

Ordered or Orderless: A Revisit for Video based Person Re-Identification

Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen

Comments Under Minor Revision in IEEE TPAMI

Learning Regional Attraction for Line Segment Detection

Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr

Comments Accepted to IEEE TPAMI. arXiv admin note: text overlap with arXiv:1812.02122

GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild

Lianghua Huang, Xin Zhao, Kaiqi Huang

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Learning a Fixed-Length Fingerprint Representation

Joshua J. Engelsma, Kai Cao, Anil K. Jain

Comments to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

Detailed Surface Geometry and Albedo Recovery from RGB-D Video Under Natural Illumination

Xinxin Zuo, Sen Wang, Jiangbin Zheng, Ruigang Yang

Comments TPAMI accepted

Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection

Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Navaneeth Bodla, Rama Chellappa

Comments arXiv admin note: substantial text overlap with arXiv:1712.02408

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

Visual Tracking via Dynamic Memory Networks

Tianyu Yang, Antoni B. Chan

Comments accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. arXiv admin note: substantial text overlap with arXiv:1803.07268

Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach

Yuhang Song, Mai Xu, Jianyi Wang, Minglang Qiao, Liangyu Huo, Zulin Wang

Comments 15 pages, 10 figures, published on TPAMI 2018

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018 Jul 24

Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era

Xian-Feng Han, Hamid Laga, Mohammed Bennamoun

Comments arXiv admin note: text overlap with arXiv:1806.06098, arXiv:1712.06584, arXiv:1804.10975 by other authors

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Nov. 2019

Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications

Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

Comments To appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1803.03849

SurfelMeshing: Online Surfel-Based Mesh Reconstruction

Thomas Schöps, Torsten Sattler, Marc Pollefeys

Comments Version accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Bjorn Schuller, Kam Star, Elnar Hajiyev, Maja Pantic

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

Visibility graphs for image processing

Jacopo Iacovacci, Lucas Lacasa

Comments 16 pages, codes available upon request

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (early access 2019)

SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation

Ue-Hwan Kim, Se-Ho Kim, Jong-Hwan Kim

Comments Submitted to TPAMI

Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD

Fabien André, Anne-Marie Kermarrec, Nicolas Le Scouarnec

Comments Open-source implementation at http://github.com/nlescoua/faiss-quickeradc

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 Early Access

Fast Exact Univariate Kernel Density Estimation

David P. Hofmeyr

Comments A vastly extended paper has been accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation

Jianxin Lin, Zhibo Chen, Yingce Xia, Sen Liu, Tao Qin, Jiebo Luo

Comments Accepted by IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI).13 pages, 11 figures, 7 Tables

Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets

Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso

Comments Accepted at IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2019. arXiv admin note: text overlap with arXiv:1805.00652

Orthogonal Deep Neural Networks

Kui Jia, Shuai Li, Yuxin Wen, Tongliang Liu, Dacheng Tao

Comments To Appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe

Comments To appear on IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1801.00055