IEEE TPAMI

A Bayesian Filter for Multi-view 3D Multi-object Tracking with Occlusion Handling

Jonah Ong, Ba Tuong Vo, Ba Ngu Vo, Du Yong Kim, Sven Nordholm

Comments 18 pages, 11 figures, TPAMI

Persistence paths and signature features in topological data analysis

Ilya Chevyrev, Vidit Nanda, Harald Oberhauser

Comments Additional experiment and further details. To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

Journal ref IEEE TPAMI (2020) Volume: 42, Issue: 1, pp. 192 - 202

Co-embedding of Nodes and Edges with Graph Neural Networks

Xiaodong Jiang, Ronghang Zhu, Pengsheng Ji, Sheng Li

Comments This manuscript has been accepted by the IEEE Transactions on Pattern Analysis and Machine Intelligence

Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration

Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang

Comments Accepted to TPAMI

Multi-Modal Super Resolution for Dense Microscopic Particle Size Estimation

Sarvesh Patil, Chava Y P D Phani Rajanish, Naveen Margankunte

Comments 11 pages, 10 figures, 6 tables, submitted to IEEE-TPAMI

Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study

Zhenyu Wu, Zhangyang Wang, Zhaowen Wang, Hailin Jin

Comments A significant extension of this paper is accepted by TPAMI-20. A conference version of this paper is accepted by ECCV-18. A shorter version of this paper is accepted by ICML-18 PiMLAI workshop

Cross-Resolution Adversarial Dual Network for Person Re-Identification and Beyond

Yu-Jhe Li, Yun-Chun Chen, Yen-Yu Lin, Yu-Chiang Frank Wang

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 17 pages. arXiv admin note: substantial text overlap with arXiv:1908.06052

Pólya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler

Alexander Terenin, Måns Magnusson, Leif Jonsson, David Draper

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 41(7):1709-1719, 2019

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Sizhe Chen, Zhengbao He, Chengjin Sun, Jie Yang, Xiaolin Huang

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

DeepNC: Deep Generative Network Completion

Cong Tran, Won-Yong Shin, Andreas Spitz, Michael Gertz

Comments 16 pages, 10 figures, 5 tables; to appear in the IEEE Transactions on Pattern Analysis and Machine Intelligence (Please cite our journal version that will appear in an upcoming issue.)

DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement

Mohamed Ali Souibgui, Yousri Kessentini

Comments Accepted in IEEE TPAMI

Volumetric Calculation of Quantization Error in 3-D Vision Systems

Eleni Bohacek, Andrew J. Coates, David R. Selviah

Comments As submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence on 4th September 2020

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning

Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin

Comments Accepted as a Regular Paper in IEEE Transactions on Pattern Analysis and Machine Intelligence

Revisiting Image-Language Networks for Open-ended Phrase Detection

Bryan A. Plummer, Kevin J. Shih, Yichen Li, Ke Xu, Svetlana Lazebnik, Stan Sclaroff, Kate Saenko

Comments Accepted to TPAMI

Quantile Surfaces -- Generalizing Quantile Regression to Multivariate Targets

Maarten Bieshaar, Jens Schreiber, Stephan Vogt, André Gensler, Bernhard Sick

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review, 15 page, 23 figures, 2 tables

FCOS: A simple and strong anchor-free object detector

Zhi Tian, Chunhua Shen, Hao Chen, Tong He

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence. Extended version of arXiv:1904.01355; Code is at: https://git.io/AdelaiDet

Implicit Subspace Prior Learning for Dual-Blind Face Restoration

Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao

Comments TPAMI submission

Warp and Learn: Novel Views Generation for Vehicles and Other Objects

Andrea Palazzi, Luca Bergamini, Simone Calderara, Rita Cucchiara

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Adversarial Metric Attack and Defense for Person Re-identification

Song Bai, Yingwei Li, Yuyin Zhou, Qizhu Li, Philip H. S. Torr

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

Shape, Illumination, and Reflectance from Shading

Jonathan T. Barron, Jitendra Malik

Journal ref TPAMI 2015

Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering

Marco Todescato, Andrea Carron, Ruggero Carli, Gianluigi Pillonetto, Luca Schenato

Comments 26 pages, 12 figures. Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Hui Zeng, Jianrui Cai, Lida Li, Zisheng Cao, Lei Zhang

Comments High quality adaptive photo enhancement in real-time (<2ms for 4K resolution images)! Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

A Comprehensive Analysis of Deep Regression

Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud

Comments Published in IEEE TPAMI

Journal ref IEEE TPAMI Volume: 42 , Issue: 9 , Sept. 1 2020

Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly

Yongqin Xian, Christoph H. Lampert, Bernt Schiele, Zeynep Akata

Comments Accepted by TPAMI in July, 2018. We introduce Proposed Split Version 2.0 (Please download it from our project webpage). arXiv admin note: substantial text overlap with arXiv:1703.04394

Differential Viewpoints for Ground Terrain Material Recognition

Jia Xue, Hang Zhang, Ko Nishino, Kristin J. Dana

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:1612.02372

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

A Sparse Sampling-based framework for Semantic Fast-Forward of First-Person Videos

Michel Melo Silva, Washington Luis Souza Ramos, Mario Fernando Montenegro Campos, Erickson Rangel Nascimento

Comments Accepted at the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020. arXiv admin note: text overlap with arXiv:1802.08722

Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition

Tianshui Chen, Liang Lin, Riquan Chen, Xiaolu Hui, Hefeng Wu

Comments Accepted at TPAMI

A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology

James R. Clough, Nicholas Byrne, Ilkay Oksuz, Veronika A. Zimmer, Julia A. Schnabel, Andrew P. King

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020

High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Nan Meng, Hayden K. -H. So, Xing Sun, Edmund Y. Lam

Comments 14 pages. IEEE Transactions on Pattern Analysis and Machine Intelligence (2019)

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification

Lu Bail, Lixin Cui, Yuhang Jiao, Luca Rossi, Edwin R. Hancock

Comments This is an extension work for journals based on the previous work of arXiv:1904.04238v1

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