IEEE TPAMI

Guaranteed Outlier Removal for Point Cloud Registration with Correspondences

Álvaro Parra Bustos, Tat-Jun Chin

Comments TPAMI accepted version (Nov, 2017) 14 pages, 10 figures

Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting

Hanzi Wang, Guobao Xiao, Yan Yan, David Suter

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence,2018

Meaningful Matches in Stereovision

Neus Sabater, Andrés Almansa, Jean-Michel Morel

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence 99, Preprints (2011) 1-12

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Rajeev Ranjan, Vishal M. Patel, Rama Chellappa

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

From Images to 3D Shape Attributes

David F. Fouhey, Abhinav Gupta, Andrew Zisserman

Comments Updated based on TPAMI reviews: title changed, sections reordered, moderate modifications throughout text

Clickstream analysis for crowd-based object segmentation with confidence

Eric Heim, Alexander Seitel, Jonas Andrulis, Fabian Isensee, Christian Stock, Tobias Ross, Lena Maier-Hein

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

Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures

Ryo Yonetani, Kris M. Kitani, Yoichi Sato

Comments To appear in IEEE TPAMI

Linear Maximum Margin Classifier for Learning from Uncertain Data

Christos Tzelepis, Vasileios Mezaris, Ioannis Patras

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence. (c) 2017 IEEE. DOI: 10.1109/TPAMI.2017.2772235 Author's accepted version. The final publication is available at http://ieeexplore.ieee.org/document/8103808/

SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness

Mustafa A. Kocak, David Ramirez, Elza Erkip, Dennis E. Shasha

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, August 2017

Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation

Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M. Alvarez, Stephen Gould

Comments 14 pages, 11 figures, 8 tables, Accepted in IEEE Transaction on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

SimiNet: a Novel Method for Quantifying Brain Network Similarity

Ahmad Mheich, Mahmoud Hassan, Mohamad Khalil, Vincent Gripon, Olivier Dufor, Fabrice Wendling

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2017, pp.1 - 1

A Functional Regression approach to Facial Landmark Tracking

Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martinez, Fernando De la Torre, Michel Valstar

Comments Accepted at IEEE TPAMI. This is authors' version. 0162-8828 ©2017 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017

A General Framework for the Recognition of Online Handwritten Graphics

Frank Julca-Aguilar, Harold Mouchère, Christian Viard-Gaudin, Nina S. T. Hirata

Comments Submitted to TPAMI

Faceness-Net: Face Detection through Deep Facial Part Responses

Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

Comments Will appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1509.06451

Discriminatively Trained Latent Ordinal Model for Video Classification

Karan Sikka, Gaurav Sharma

Comments Paper accepted in IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1604.01500

Deep Learning Markov Random Field for Semantic Segmentation

Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017. Extended version of our previous ICCV 2015 paper (arXiv:1509.02634)

Coresets for Triangulation

Qianggong Zhang, Tat-Jun Chin

Comments 14 pages for TPAMI summission

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification

Liang Lin, Keze Wang, Deyu Meng, Wangmeng Zuo, Lei Zhang

Comments To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 2017

Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing

Zhiwu Lu, Zhenyong Fu, Tao Xiang, Liwei Wang, Ji-Rong Wen

Journal ref IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 486-500 (2017)

Personalized Age Progression with Bi-level Aging Dictionary Learning

Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

SIFT Meets CNN: A Decade Survey of Instance Retrieval

Liang Zheng, Yi Yang, Qi Tian

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Sequential Optimization for Efficient High-Quality Object Proposal Generation

Ziming Zhang, Yun Liu, Xi Chen, Yanjun Zhu, Ming-Ming Cheng, Venkatesh Saligrama, Philip H. S. Torr

Comments Accepted by TPAMI

The Extreme Value Machine

Ethan M. Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult

Comments Pre-print of a manuscript accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) journal

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille

Comments Accepted by TPAMI

A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories

Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, Zicheng Liu

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2608884, 2016. Code for our work is available at http://min.sjtu.edu.cn/lwydemo/Trajectory%20analysis.htm

A Review on Deep Learning Techniques Applied to Semantic Segmentation

Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Jose Garcia-Rodriguez

Comments Submitted to TPAMI on Apr. 22, 2017

A Survey on Learning to Hash

Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen

Comments To appear in IEEE Transactions On Pattern Analysis and Machine Intelligence (TPAMI)

Pyramidal Gradient Matching for Optical Flow Estimation

Yuanwei Li

Comments This work was finished in August 2016 and then submitted to IEEE PAMI in August 17,2016 and submitted to IEEE TIP in April 9,2017 after revising

Embedding based on function approximation for large scale image search

Thanh-Toan Do, Ngai-Man Cheung

Comments Accepted to TPAMI 2017. The implementation and precomputed features of the proposed F-FAemb are released at the following link: http://tinyurl.com/F-FAemb

Relevance Subject Machine: A Novel Person Re-identification Framework

Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence