IEEE TPAMI

Learning Deep Representation for Face Alignment with Auxiliary Attributes

Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang

Comments to be published in the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

On the Latent Variable Interpretation in Sum-Product Networks

Robert Peharz, Robert Gens, Franz Pernkopf, Pedro Domingos

Comments Revised version, accepted for publication in IEEE Transactions on Machine Intelligence and Pattern Analysis (TPAMI). Shortened and revised Section 4: Thanks to our reviewers, pointing out that Theorem 2 holds for selective SPNs. Added paragraph in Section 2.1, relating sizes of original/augmented SPNs. Fixed typos, rephrased sentences, revised references

Pseudo-Bayesian Robust PCA: Algorithms and Analyses

Tae-Hyun Oh, Yasuyuki Matsushita, In So Kweon, David Wipf

Comments Journal version of NIPS 2016. Submitted to TPAMI

Label-Embedding for Image Classification

Zeynep Akata, Florent Perronnin, Zaid Harchaoui, Cordelia Schmid

Comments IEEE TPAMI preprint

Task Specific Adversarial Cost Function

Antonia Creswell, Anil A. Bharath

Comments Submitted to TPAMI

Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge

Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan

Comments arXiv admin note: substantial text overlap with arXiv:1411.4555

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: PP, Issue: 99 , July 2016 )

Discriminative Scale Space Tracking

Martin Danelljan, Gustav Häger, Fahad Shahbaz Khan, Michael Felsberg

Comments To appear in TPAMI. This is the journal extension of the VOT2014-winning DSST tracking method

Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems

Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Comments Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

Yunjin Chen, Thomas Pock

Comments 14 pages, 13 figures, to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Screening Tests for Lasso Problems

Zhen James Xiang, Yun Wang, Peter J. Ramadge

Comments Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Object Detection Networks on Convolutional Feature Maps

Shaoqing Ren, Kaiming He, Ross Girshick, Xiangyu Zhang, Jian Sun

Comments To appear in TPAMI; substantial re-writing over the original post at arXiv of April 2015. COCO competition results included

Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

Muhammad Ghifary, David Balduzzi, W. Bastiaan Kleijn, Mengjie Zhang

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

Tracking with multi-level features

Roberto Henschel, Laura Leal-Taixé, Bodo Rosenhahn, Konrad Schindler

Comments Submitted as an IEEE PAMI short article

A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting

Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen Chu

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 38(6) 2016, page 1228 - 1242

Long-term Recurrent Convolutional Networks for Visual Recognition and Description

Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Trevor Darrell

Comments Originally presented at CVPR 2015 (oral). Updated version (accepted as a TPAMI journal article) includes additional results

Approximate Fisher Kernels of non-iid Image Models for Image Categorization

Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, in press, 2015

Journal ref IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 38, no. 6, pp. 1084-1098, June 1 2016

Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning

Ramazan Gokberk Cinbis, Jakob Verbeek, Cordelia Schmid

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

Rank Pooling for Action Recognition

Basura Fernando, Efstratios Gavves, Jose Oramas, Amir Ghodrati, Tinne Tuytelaars

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration

Jiaolong Yang, Hongdong Li, Dylan Campbell, Yunde Jia

Comments to appear in T-PAMI 2016 (IEEE Transactions on Pattern Analysis and Machine Intelligence)

Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation

Bing Wang, Gang Wang, Kap Luk Chan, Li Wang

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, in press, 2016

Graphical Representation for Heterogeneous Face Recognition

Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li

Comments 13 pages, 10 figures, TPAMI 2016 accepted

Auto-JacoBin: Auto-encoder Jacobian Binary Hashing

Xiping Fu, Brendan McCane, Steven Mills, Michael Albert, Lech Szymanski

Comments Submitting to journal (TPAMI). 17 pages, 11 figures. The Matlab codes for AutoJacoBin and NOKMeans are available: https://bitbucket.org/fxpfxp/autojacobin https://bitbucket.org/fxpfxp/nokmeans The SIFT10M dataset is available at: http://archive.ics.uci.edu/ml/datasets/SIFT10M

Error-Correcting Factorization

Miguel Angel Bautista, Oriol Pujol, Fernando de la Torre, Sergio Escalera

Comments Under review at TPAMI

Fast Integral Image Estimation at 1% measurement rate

Kuldeep Kulkarni, Pavan Turaga

Comments Submitted to TPAMI

A Closed-Form Solution to Tensor Voting: Theory and Applications

Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gerard Medioni

Comments Addendum appended to the TPAMI paper

Journal ref TPAMI 34(8): 1482-1495 (2012)

A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data

Yin Zheng, Yu-Jin Zhang, Hugo Larochelle

Comments 24 pages, 10 figures. A version has been accepted by TPAMI on Aug 4th, 2015. Add footnote about how to train the model in practice in Section 5.1. arXiv admin note: substantial text overlap with arXiv:1305.5306

Single and Multiple Illuminant Estimation Using Convolutional Neural Networks

Simone Bianco, Claudio Cusano, Raimondo Schettini

Comments Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence

Coreset-Based Adaptive Tracking

Abhimanyu Dubey, Nikhil Naik, Dan Raviv, Rahul Sukthankar, Ramesh Raskar

Comments 8 pages, 5 figures, In submission to IEEE TPAMI (Transactions on Pattern Analysis and Machine Intelligence)

Accelerating Very Deep Convolutional Networks for Classification and Detection

Xiangyu Zhang, Jianhua Zou, Kaiming He, Jian Sun

Comments TPAMI, accepted. arXiv admin note: substantial text overlap with arXiv:1411.4229

Predicting Face Recognition Performance Using Image Quality

Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers

Comments Submitted to TPAMI journal on Apr. 22, 2015. Decision of "Revise and resubmit as new" received on Sep. 10, 2015. At present, updating the paper to address the feedback and concerns of the two reviewers. The re-submitted paper will be uploaded as version 2 on arXiv