IEEE TPAMI - arXivDaily 期刊&会议

1503.01444 2019-02-18 cs.CV cs.AI cs.LG

Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications

Tae-Hyun Oh, Yu-Wing Tai, Jean-Charles Bazin, Hyeongwoo Kim, In So Kweon

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

1901.10177 2019-02-08 cs.CV

Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding

Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng

Comments To appear in TPAMI

1607.03468 2019-01-21 cs.CV cs.RO

Event-based, 6-DOF Camera Tracking from Photometric Depth Maps

Guillermo Gallego, Jon E. A. Lund, Elias Mueggler, Henri Rebecq, Tobi Delbruck, Davide Scaramuzza

Comments 12 pages, 13 figures. 2 tables. (in press)

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 2, pp. 2402-2412, Oct. 2018

1901.03798 2019-01-16 cs.CV

3D Human Pose Machines with Self-supervised Learning

Keze Wang, Liang Lin, Chenhan Jiang, Chen Qian, Pengxu Wei

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2019. Our simple yet effective self-supervised correction mechanism to incorporate 3D pose geometric structural information is innovative in the literature, and may also inspire other 3D vision tasks. Please find the code of this project at: http://www.sysu-hcp.net/3d_pose_ssl/

1901.01255 2019-01-08 cs.CV cs.CG cs.GR cs.RO

Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

Tolga Birdal, Benjamin Busam, Nassir Navab, Slobodan Ilic, Peter Sturm

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). arXiv admin note: substantial text overlap with arXiv:1803.07191

1710.04200 2019-01-04 cs.CV

Joint Image Filtering with Deep Convolutional Networks

Yijun Li, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang

Comments Accepted by TPAMI

1901.00206 2019-01-03 cs.CV

Nasal Patches and Curves for Expression-robust 3D Face Recognition

Mehryar Emambakhsh, Adrian Evans

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 5, pp. 995-1007, 2017

1812.02956 2019-01-03 cs.LG cs.CV cs.NE stat.ML

LNEMLC: Label Network Embeddings for Multi-Label Classification

Piotr Szymański, Tomasz Kajdanowicz, Nitesh Chawla

Comments submitted to TPAMI

1809.02108 2018-12-27 cs.CV

Deep Audio-Visual Speech Recognition

Triantafyllos Afouras, Joon Son Chung, Andrew Senior, Oriol Vinyals, Andrew Zisserman

Comments Accepted for publication by IEEE Transactions on Pattern Analysis and Machine Intelligence

1708.02734 2018-12-27 cs.CV

Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition

Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, Nov. 2018

1812.08755 2018-12-21 stat.ML cs.LG

A Bayesian Additive Model for Understanding Public Transport Usage in Special Events

Filipe Rodrigues, Stanislav S. Borysov, Bernardete Ribeiro, Francisco C. Pereira

Comments 14 pages, IEEE Transactions on Pattern Analysis and Machine Intelligence (Volume: 39 , Issue: 11 , Nov. 1 2017)

Journal ref Rodrigues, F., Borysov, S. S., Ribeiro, B., & Pereira, F. C. (2017). A Bayesian additive model for understanding public transport usage in special events. IEEE transactions on pattern analysis and machine intelligence, 39(11), 2113-2126

1703.04727 2018-12-21 cs.CV

Tracking Gaze and Visual Focus of Attention of People Involved in Social Interaction

Benoît Massé, Silèye Ba, Radu Horaud

Comments 15 pages, 8 figures, 6 tables

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(11), 2711 - 2724, 2018

1710.10800 2018-11-15 cs.CV

DART: Distribution Aware Retinal Transform for Event-based Cameras

Bharath Ramesh, Hong Yang, Garrick Orchard, Ngoc Anh Le Thi, Shihao Zhang, Cheng Xiang

Comments 12 pages, revision submitted to TPAMI in Nov 2018

1801.06432 2018-11-13 stat.ML cs.CV cs.LG

Robust Kronecker Component Analysis

Mehdi Bahri, Yannis Panagakis, Stefanos Zafeiriou

Comments In IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue on Compact and Efficient Feature Representation and Learning in Computer Vision, 2018. Contains appendices. arXiv admin note: text overlap with arXiv:1703.07886

1710.11063 2018-11-13 cs.CV

Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks

Aditya Chattopadhyay, Anirban Sarkar, Prantik Howlader, Vineeth N Balasubramanian

Comments 17 Pages, 15 Figures, 11 Tables. Accepted in the proceedings of IEEE Winter Conf. on Applications of Computer Vision (WACV2018). Extended version is under review at IEEE Transactions on Pattern Analysis and Machine Intelligence

1811.02545 2018-11-07 cs.CV

Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond

Krishna Kumar Singh, Hao Yu, Aron Sarmasi, Gautam Pradeep, Yong Jae Lee

Comments TPAMI submission. This is a journal extension of our ICCV 2017 paper arXiv:1704.04232

1706.08249 2018-11-01 cs.CV

Few-Example Object Detection with Model Communication

Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018

1703.02563 2018-10-30 cs.CV

Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation

Christian Bailer, Bertram Taetz, Didier Stricker

Comments Extended TPAMI version of publication (conference version: arXiv:1508.05151)

1710.03224 2018-10-25 cs.CV

Person Recognition in Personal Photo Collections

Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele

Comments 18 pages, 20 figures; to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence

1810.08332 2018-10-22 cs.CV cs.LG

Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning

Zhiwu Lu, Jiechao Guan, Aoxue Li, Tao Xiang, An Zhao, Ji-Rong Wen

Comments Submitted to IEEE TPAMI

1807.03342 2018-10-16 cs.CV

PCL: Proposal Cluster Learning for Weakly Supervised Object Detection

Peng Tang, Xinggang Wang, Song Bai, Wei Shen, Xiang Bai, Wenyu Liu, Alan Yuille

Comments Accepted by TPAMI. Codes are available at https://github.com/ppengtang/oicr/tree/pcl

1810.05186 2018-10-15 cs.LG cs.CV math.OC stat.ML

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications

Fanhua Shang, James Cheng, Yuanyuan Liu, Zhi-Quan Luo, Zhouchen Lin

Comments 29 pages, 19 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(9): 2066-2080, 2018

1609.01466 2018-10-15 cs.CV

Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization

Georgios Evangelidis, Radu Horaud

Comments 14 pages, 12 figures, 5 tables

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(6), 1397 - 1410, 2018

1603.09725 2018-10-15 cs.CV cs.SD

Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion

Israel D. Gebru, Silèye Ba, Xiaofei Li, Radu Horaud

Comments 14 pages, 6 figures, 5 tables

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(6), 1086 - 1099, 2018

1603.08328 2018-10-05 cs.CV

Continuous 3D Label Stereo Matching using Local Expansion Moves

Tatsunori Taniai, Yasuyuki Matsushita, Yoichi Sato, Takeshi Naemura

Comments 14 pages. An extended version of our preliminary conference paper [39], Taniai et al. "Graph Cut based Continuous Stereo Matching using Locally Shared Labels" in the proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014). Our results were submitted to Middlebury Stereo Benchmark Version 2 on April 22, 2015, and to Version 3 on July 4, 2017

Journal ref IEEE Trans. Pattern Anal. Mach. Intell., vol. 40, no. 11, pp. 2725-2739, 2018

1809.06367 2018-09-19 cs.LG cs.CV stat.ML

Scattering Networks for Hybrid Representation Learning

Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, Nikos Komodakis, Simon Lacoste-Julien, Matthew Blaschko, Eugene Belilovsky

Comments arXiv admin note: substantial text overlap with arXiv:1703.08961

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2018, pp.11

1705.11136 2018-09-13 cs.CV

Representation Learning by Rotating Your Faces

Luan Tran, Xi Yin, Xiaoming Liu

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

1802.00411 2018-09-11 cs.CV cs.AI cs.LG cs.RO

Dense 3D Object Reconstruction from a Single Depth View

Bo Yang, Stefano Rosa, Andrew Markham, Niki Trigoni, Hongkai Wen

Comments TPAMI 2018. Code and data are available at: https://github.com/Yang7879/3D-RecGAN-extended. This article extends from arXiv:1708.07969

1712.09708 2018-09-05 cs.CV cs.LG

Learning More Universal Representations for Transfer-Learning

Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

1808.05902 2018-08-20 stat.ML cs.CL cs.CV cs.HC cs.LG

Learning Supervised Topic Models for Classification and Regression from Crowds

Filipe Rodrigues, Mariana Lourenço, Bernardete Ribeiro, Francisco Pereira

Comments 14 pages

Journal ref Rodrigues, F., Lourenco, M., Ribeiro, B. and Pereira, F.C., 2017. Learning supervised topic models for classification and regression from crowds. IEEE transactions on pattern analysis and machine intelligence, 39(12), pp.2409-2422