IEEE TPAMI - arXivDaily 期刊&会议

1910.02212 2019-10-08 cs.CV

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian

Comments submitted to IEEE-TPAMI

1909.11975 2019-09-27 cs.CV

Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns

Jianwen Xie, Song-Chun Zhu, Ying Nian Wu

Journal ref IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2019

1802.09778 2019-09-27 cs.CV

Mixed Supervised Object Detection with Robust Objectness Transfer

Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (2019). Together with Supplementary Materials. Note: The author list in Google Scholar is INCORRECT. The right author list is 1) Yan Li, 2) Junge Zhang, 3) Kaiqi Huang and 4) Jianguo Zhang. The official published version can be found in https://ieeexplore.ieee.org/abstract/document/8304628

1909.07667 2019-09-18 cs.CV

Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks

Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

Comments Accepted to TPAMI (SI RGB-D Vision), code https://github.com/andrea-pilzer/PFN-depth

1805.01963 2019-09-13 cs.CV

MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval

Xin Liu, Zhikai Hu, Haibin Ling, Yiu-ming Cheung

Comments 16 pages, accepted by IEEE T-PAMI

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

1909.03943 2019-09-10 cs.CV

Unsupervised Domain Adaptation for Depth Prediction from Images

Alessio Tonioni, Matteo Poggi, Stefano Mattoccia, Luigi Di Stefano

Comments 14 pages, 7 pages. Accepted to TPAMI

1805.02313 2019-09-09 cs.IT math.IT

Matrix Completion with Deterministic Sampling: Theories and Methods

Guangcan Liu, Qingshan Liu, Xiao-Tong Yuan, Meng Wang

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

1810.08768 2019-09-06 cs.CV

MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement

Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang

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

1804.07453 2019-09-04 cs.CV

View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng

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

1907.10665 2019-08-26 cs.CV

Deep Differentiable Random Forests for Age Estimation

Wei Shen, Yilu Guo, Yan Wang, Kai Zhao, Bo Wang, Alan Yuille

Comments Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1712.07195

1908.08207 2019-08-23 cs.CV

Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes

Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai

Comments Accepted by TPAMI. An extension of the conference version. arXiv admin note: text overlap with arXiv:1807.02242

1908.06087 2019-08-20 cs.CV

3D Rigid Motion Segmentation with Mixed and Unknown Number of Models

Xun Xu, Loong-Fah Cheong, Zhuwen Li

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019. arXiv admin note: substantial text overlap with arXiv:1804.02142

1410.5058 2019-08-16 cs.CV

Dense 3D Face Correspondence

Syed Zulqarnain Gilani, Ajmal Mian, Faisal Shafait, Ian Reid

Comments 24 Pages, 12 Figures, 6 Tables and 3 Algorithms

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(7), 2017

1807.09245 2019-08-13 cs.CV cs.AI cs.LG

Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks

Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman

Comments Journal preprint of arXiv:1607.02586 (IEEE TPAMI, 2019). The first two authors contributed equally to this work. Project page: http://visualdynamics.csail.mit.edu

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 41, no. 9, pp. 2236-2250, 2019

1908.03231 2019-08-12 cs.CV

Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition

Amor Ben Tanfous, Hassen Drira, Boulbaba Ben Amor

Comments 14 pages, 5 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2019

1811.01791 2019-08-06 cs.CV

Confidence Propagation through CNNs for Guided Sparse Depth Regression

Abdelrahman Eldesokey, Michael Felsberg, Fahad Shahbaz Khan

Comments 14 pages, 14 Figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2019

1908.00634 2019-08-05 cs.CV

Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition

Hanen Akouaydi, Sourour Njah, Wael Ouarda, Anis Samet, Thameur Dhieb, Mourad Zaied, Adel M. Alimi

Comments 15 pages; 17 figures

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

1808.07912 2019-08-01 cs.IT cs.LG math.IT stat.ML

Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional

Shujian Yu, Luis Gonzalo Sanchez Giraldo, Robert Jenssen, Jose C. Principe

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence. Matlab code is available from Google drive at https://drive.google.com/open?id=1SlxzEOX8RbnLwCgRyqGwMOL7vuT90Gje or Baidu Cloud at https://pan.baidu.com/s/1xupfXCmIV20gXPr0TicGkg (access code: d1sa)

1810.08437 2019-07-29 cs.CV

Learning with privileged information via adversarial discriminative modality distillation

Nuno C. Garcia, Pietro Morerio, Vittorio Murino

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

1907.10473 2019-07-25 cs.CV cs.LG

Switchable Normalization for Learning-to-Normalize Deep Representation

Ping Luo, Ruimao Zhang, Jiamin Ren, Zhanglin Peng, Jingyu Li

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, 18 pages, 15 figures, 11 tables. arXiv admin note: substantial text overlap with arXiv:1806.10779

1804.07091 2019-07-24 stat.ML cs.CV cs.LG stat.AP

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection

Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler

Comments Accepted by TPAMI. Examples and code: https://cvjena.github.io/libmaxdiv/

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 5, pp. 1088-1101, 1 May 2019

1509.06729 2019-07-19 cs.CV

Algebraic Clustering of Affine Subspaces

Manolis C. Tsakiris, Rene Vidal

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: 40 , Issue: 2 , Feb. 1 2018 )

1907.06670 2019-07-17 cs.CV

Slow Feature Analysis for Human Action Recognition

Zhang Zhang, Dacheng Tao

Journal ref IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 34, NO. 3, MARCH 2012

1810.11780 2019-07-17 cs.CV

Deep Affinity Network for Multiple Object Tracking

ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, Mubarak Shah

Comments To appear in IEEE TPAMI

1808.09560 2019-07-16 cs.CV

On Learning 3D Face Morphable Model from In-the-wild Images

Luan Tran, Xiaoming Liu

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Conference version: arXiv:1804.03786 (CVPR'18). Source code: https://github.com/tranluan/Nonlinear_Face_3DMM , Project webpage: http://cvlab.cse.msu.edu/project-nonlinear-3dmm.html

1907.05852 2019-07-15 cs.CV

A General Decoupled Learning Framework for Parameterized Image Operators

Qingnan Fan, Dongdong Chen, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen

Comments Published in TPAMI 2019. arXiv admin note: substantial text overlap with arXiv:1807.08186

1810.06125 2019-07-12 cs.CV

Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding

Chenxu Luo, Zhenheng Yang, Peng Wang, Yang Wang, Wei Xu, Ram Nevatia, Alan Yuille

Comments Chenxu Luo, Zhenheng Yang, and Peng Wang contributed equally, TPAMI submission

1810.06553 2019-07-11 cs.CV

Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images

Javier Marin, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

1907.03609 2019-07-09 cs.CV

Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions

Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang

Comments Accepted as regular paper in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Substantial text overlap with arXiv:1712.01892

1803.06184 2019-07-05 cs.CV

The ApolloScape Open Dataset for Autonomous Driving and its Application

Xinyu Huang, Peng Wang, Xinjing Cheng, Dingfu Zhou, Qichuan Geng, Ruigang Yang

Comments Version 4: Accepted by TPAMI. Version 3: 17 pages, 10 tables, 11 figures, added the application (DeLS-3D) based on the ApolloScape Dataset. Version 2: 7 pages, 6 figures, added comparison with BDD100K dataset