IEEE TPAMI

Image Quality Assessment: Unifying Structure and Texture Similarity

Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition

Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He

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

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

Wenguan Wang, Qiuxia Lai, Huazhu Fu, Jianbing Shen, Haibin Ling, Ruigang Yang

Comments Published on IEEE TPAMI. All the saliency prediction maps, our constructed dataset with annotations, and codes for evaluation are publicly available at \url{https://github.com/wenguanwang/SODsurvey}

SG-Net: Syntax Guided Transformer for Language Representation

Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

Comments The early version accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal extension of arXiv:1908.05147 (AAAI 2020)

LAEO-Net++: revisiting people Looking At Each Other in videos

Manuel J. Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman

Comments 16 pages, 16 Figures. arXiv admin note: substantial text overlap with arXiv:1906.05261

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

Deep Learning for Person Re-identification: A Survey and Outlook

Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi

Comments 20 pages, 8 figures. Accepted by IEEE TPAMI

Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods

Guo-Jun Qi, Jiebo Luo

Comments published in IEEE Transactions on Pattern Analysis and Machine Intelligence

Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis

Jianwen Xie, Zilong Zheng, Ruiqi Gao, Wenguan Wang, Song-Chun Zhu, Ying Nian Wu

Comments 16 pages. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020. arXiv admin note: substantial text overlap with arXiv:1804.00586

Global Context Networks

Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

Comments To appear in TPAMI. Full version of GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond (arXiv:1904.11492)

Inferring Point Cloud Quality via Graph Similarity

Qi Yang, Zhan Ma, Yiling Xu, Zhu Li, Jun Sun

Comments This paper has been accepted by TPAMI, 21, Decemebr, 2020

An Efficient Solution to Non-Minimal Case Essential Matrix Estimation

Ji Zhao

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search

Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang

Comments Accepted by TPAMI (extension of arXiv:2001.02525)

GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation

Xiaojuan Qi, Zhengzhe Liu, Renjie Liao, Philip H. S. Torr, Raquel Urtasun, Jiaya Jia

Comments TPAMI 2020. Code available: https://github.com/xjqi/GeoNet

Fusion of Range and Stereo Data for High-Resolution Scene-Modeling

Georgios D. Evangelidis, Miles Hansard, Radu Horaud

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(11), 2015

Topology-Adaptive Mesh Deformation for Surface Evolution, Morphing, and Multi-View Reconstruction

Andrei Zaharescu, Edmond Boyer, Radu Horaud

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(4), April 2011

Rigid and Articulated Point Registration with Expectation Conditional Maximization

Radu Horaud, Florence Forbes, Manuel Yguel, Guillaume Dewaele, Jian Zhang

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(3), March 2011

Learning 3D Human Shape and Pose from Dense Body Parts

Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun

Comments Journal article accepted by IEEE TPAMI. Project page: https://hongwenzhang.github.io/dense2mesh

Fast Class-wise Updating for Online Hashing

Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao

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

DiCENet: Dimension-wise Convolutions for Efficient Networks

Sachin Mehta, Hannaneh Hajishirzi, Mohammad Rastegari

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

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

Wen Liu, Zhixin Piao, Zhi Tu, Wenhan Luo, Lin Ma, Shenghua Gao

Comments Under review of IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:1909.12224

Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice

Yabin Zhang, Bin Deng, Hui Tang, Lei Zhang, Kui Jia

Comments CVPR extension; TPAMI camera ready version: https://ieeexplore.ieee.org/document/9253700; IEEE copyright; Codes are available at: https://github.com/YBZh/MultiClassDA

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),10 November 2020

Minimal Solvers for Rectifying from Radially-Distorted Conjugate Translations

James Pritts, Zuzana Kukelova, Viktor Larsson, Yaroslava Lochman, Ondřej Chum

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2020) 1-1

Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification

Weitao Wan, Jiansheng Chen, Cheng Yu, Tong Wu, Yuanyi Zhong, Ming-Hsuan Yang

Comments Under review of TPAMI

High Frame Rate Video Reconstruction based on an Event Camera

Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai

Comments TPAMI 2020. arXiv admin note: substantial text overlap with arXiv:1811.10180

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing

Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); the CASIA-SURF 3DMask dataset is available at http://www.cbsr.ia.ac.cn/users/jwan/database/3DMask.pdf

Learning on Attribute-Missing Graphs

Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W Tsang

Comments This paper is to appear in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (TPAMI), 2020

SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera

Denis Tome, Thiemo Alldieck, Patrick Peluse, Gerard Pons-Moll, Lourdes Agapito, Hernan Badino, Fernando De la Torre

Comments 14 pages. arXiv admin note: substantial text overlap with arXiv:1907.10045

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

In the Eye of the Beholder: Gaze and Actions in First Person Video

Yin Li, Miao Liu, James M. Rehg

Comments Submitted to TPAMI

FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements

Salman S. Khan, Varun Sundar, Vivek Boominathan, Ashok Veeraraghavan, Kaushik Mitra

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020. Supplementary material attached. For project website, see https://siddiquesalman.github.io/flatnet/

InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Yujun Shen, Ceyuan Yang, Xiaoou Tang, Bolei Zhou

Comments Accepted by TPAMI 2020