IEEE TPAMI - arXivDaily 期刊&会议

1509.03248 2015-09-11 cs.CV cs.LG stat.ML

A deep matrix factorization method for learning attribute representations

George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou, Bjoern W. Schuller

Comments Submitted to TPAMI (16-Mar-2015)

1408.1656 2015-09-08 cs.CV

A Fast and Accurate Unconstrained Face Detector

Shengcai Liao, Anil K. Jain, Stan Z. Li

Comments This paper has been accepted by TPAMI. The source code is available on the project page http://www.cbsr.ia.ac.cn/users/scliao/projects/npdface/index.html

1502.05082 2015-08-07 cs.CV

What makes for effective detection proposals?

Jan Hosang, Rodrigo Benenson, Piotr Dollár, Bernt Schiele

Comments TPAMI final version, duplicate proposals removed in experiments

1401.5311 2015-08-07 cs.CV

Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition

Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis

Comments accepted version to IEEE TPAMI

1501.06202 2015-07-28 cs.CV cs.LG cs.MM cs.SI math.ST stat.TH

Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels

Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao

Comments 14 pages, accepted by IEEE TPAMI

1503.00269 2015-05-12 stat.ML cs.LG stat.ME

Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification

Marco Loog

Comments 32 pages, minor revision submitted to TPAMI, April 2015

1305.1495 2015-04-20 q-bio.QM cs.CV

GReTA - a novel Global and Recursive Tracking Algorithm in three dimensions

Alessandro Attanasi, Andrea Cavagna, Lorenzo Del Castello, Irene Giardina, Asja Jelic, Stefania Melillo, Leonardo Parisi, Fabio Pellacini, Edward Shen, Edmondo Silvestri, Massimiliano Viale

Comments 13 pages, 6 figures, 3 tables. Version 3 was slightly shortened, and new comprative results on the public datasets (thermal infrared videos of flying bats) by Z. Wu and coworkers (2014) were included. in A. Attanasi et al., "GReTA - A Novel Global and Recursive Tracking Algorithm in Three Dimensions", IEEE Trans. Pattern Anal. Mach. Intell., vol.37 (2015)

1109.3437 2015-03-19 cs.LG

Learning Topic Models by Belief Propagation

Jia Zeng, William K. Cheung, Jiming Liu

Comments 14 pages, 17 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 33, Number 5, Pages 1121-1134, 2013

1103.1013 2015-03-18 cs.LG

A Feature Selection Method for Multivariate Performance Measures

Qi Mao, Ivor W. Tsang

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012

1012.0930 2015-03-17 cs.LG cs.AI

Efficient Optimization of Performance Measures by Classifier Adaptation

Nan Li, Ivor W. Tsang, Zhi-Hua Zhou

Comments 30 pages, 5 figures, to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1370-1382

1004.0085 2015-03-13 cs.CV cs.MM cs.NE stat.ML

A stochastic model of human visual attention with a dynamic Bayesian network

Akisato kimura, Derek Pang, Tatsuto Takeuchi, Kouji Miyazato, Junji Yamato, Kunio Kashino

Comments 24 pages, single-column, 13 figures excluding portlaits, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence.

1501.04560 2015-03-04 cs.CV cs.DS cs.MM

Transductive Multi-view Zero-Shot Learning

Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Shaogang Gong

Comments accepted by IEEE TPAMI, more info and longer report will be available in :http://www.eecs.qmul.ac.uk/~yf300/embedding/index.html

1307.0803 2015-02-09 cs.LG cs.AI cs.DB stat.ML

Data Fusion by Matrix Factorization

Marinka Žitnik, Blaž Zupan

Comments Short preprint, 13 pages, 3 Figures, 3 Tables. Full paper in 10.1109/TPAMI.2014.2343973

Journal ref Marinka Zitnik and Blaz Zupan. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(1):41-53 (2015)

1502.00341 2015-02-03 cs.CV

Discriminatively Trained And-Or Graph Models for Object Shape Detection

Liang Lin, Xiaolong Wang, Wei Yang, Jian-Huang Lai

Comments 15 pages, 14 figures, TPAMI 2014

Journal ref Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.PP, no.99, pp.1,1, 2014

1501.03771 2015-01-16 cs.CV math.OC stat.ML

Submodular relaxation for inference in Markov random fields

Anton Osokin, Dmitry Vetrov

Comments This paper is accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence

1301.3193 2014-07-04 cs.LG cs.CV

Learning Graphical Model Parameters with Approximate Marginal Inference

Justin Domke

Comments To Appear, IEEE Transactions on Pattern Analysis and Machine Intelligence

1301.2628 2014-06-23 cs.CV cs.IR cs.LG

Robust Text Detection in Natural Scene Images

Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang, Hong-Wei Hao

Comments A Draft Version (Submitted to IEEE TPAMI)

Journal ref IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 970-983, 2014

1406.1167 2014-06-06 cs.LG cs.CV

Learning to Diversify via Weighted Kernels for Classifier Ensemble

Xu-Cheng Yin, Chun Yang, Hong-Wei Hao

Comments Submitted to IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI)

1405.0601 2014-05-06 cs.CV

Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision

Xuehan Xiong, Fernando De la Torre

Comments 15 pages. In submission to TPAMI

1401.1605 2014-04-15 cs.LG cs.CV stat.ML

Fast nonparametric clustering of structured time-series

James Hensman, Magnus Rattray, Neil D. Lawrence

Comments Accepted for publication in special edition of TPAMI on Bayesian Nonparametrics

1402.4507 2014-02-20 stat.ML

High Dimensional Semiparametric Scale-Invariant Principal Component Analysis

Fang Han, Han Liu

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

1402.1783 2014-02-17 cs.LG cs.CV stat.ML

Active Clustering with Model-Based Uncertainty Reduction

Caiming Xiong, David Johnson, Jason J. Corso

Comments 14 pages, 8 figures, submitted to TPAMI (second version just fixes a missing reference and format)

1009.5358 2013-09-10 stat.ML

Task-Driven Dictionary Learning

Julien Mairal, Francis Bach, Jean Ponce

Comments final draft post-refereeing

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 34, 4 (2012) 30

1212.2136 2013-06-19 cs.LG stat.ML

A class of random fields on complete graphs with tractable partition function

Boris Flach

Comments accepted for publication in IEEE TPAMI (short paper)

1210.2646 2012-10-10 cs.CV cs.AI

A General Methodology for the Determination of 2D Bodies Elastic Deformation Invariants. Application to the Automatic Identification of Parasites

Dimitris Arabadjis, Panayiotis Rousopoulos, Constantin Papaodysseus, Michalis Panagopoulos, Panayiota Loumou, Georgios Theodoropoulos

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 5, pp. 799-814, 2010

1111.6085 2012-10-08 stat.ML stat.ME

Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence

Vincent Y. F. Tan, Cédric Févotte

Comments Accepted by the IEEE Transactions on Pattern Analysis and Machine Intelligence

0911.0280 2012-07-24 stat.ML

Causal Inference on Discrete Data using Additive Noise Models

Jonas Peters, Dominik Janzing, Bernhard Schölkopf

Journal ref IEEE TPAMI vol. 33 no. 12 (2011) 2436-2450

1207.3389 2012-07-21 cs.CV cs.LG

Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking

Xi Li, Anthony Dick, Chunhua Shen, Anton van den Hengel, Hanzi Wang

Comments 21 pages. Appearing in IEEE Transactions on Pattern Analysis and Machine Intelligence

1202.4002 2012-02-20 cs.CV cs.LG

Generalized Principal Component Analysis (GPCA)

Rene Vidal, Yi Ma, Shankar Sastry

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 27, no 12, 2005

0803.0146 2010-10-12 cs.CV cs.DM

Polynomial time algorithms for bi-criteria, multi-objective and ratio problems in clustering and imaging. Part I: Normalized cut and ratio regions

Dorit S. Hochbaum

Comments 15 pages, 4 figures

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, May 2010 32:5 889-898