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TABLE OF CONTENTS
Issue No. 09 - Sept. (vol. 34)
ISSN: 0162-8828
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SPECIAL SECTION ON THE IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION

Visual Event Recognition in Videos by Learning from Web Data (Abstract)

Ivor Wai-Hung Tsang , Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
Lixin Duan , Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
Jiebo Luo , Dept. of Comput. Sci., Univ. of Rochester, Rochester, NY, USA
Dong Xu , Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
pp. 1667-1680

Efficient Computation of Robust Weighted Low-Rank Matrix Approximations Using the L_1 Norm (Abstract)

A. Eriksson , Dept. of Comput. Sci., Univ. of Adelaide, North Terrace, SA, Australia
A. van den Hengel , Dept. of Comput. Sci., Univ. of Adelaide, North Terrace, SA, Australia
pp. 1681-1690

Recognizing Human-Object Interactions in Still Images by Modeling the Mutual Context of Objects and Human Poses (Abstract)

Li Fei-Fei , Comput. Sci. Dept., Stanford Univ., Stanford, CA, USA
Bangpeng Yao , Comput. Sci. Dept., Stanford Univ., Stanford, CA, USA
pp. 1691-1703

Aggregating Local Image Descriptors into Compact Codes (Abstract)

P. Perez , Technicolor, Cesson-Sevigne, France
J. Sanchez , Res. Centre in Inf. for Eng., UTN, Cόrdoba, Argentina
C. Schmid , INRIA, St. Ismier, France
M. Douze , INRIA, St. Ismier, France
H. Jegou , INRIA, Rennes, France
F. Perronnin , Xerox, Meylan, France
pp. 1704-1716

Elastic Geodesic Paths in Shape Space of Parameterized Surfaces (Abstract)

A. Srivastava , Dept. of Stat., Florida State Univ., Tallahassee, FL, USA
Zhaohua Ding , Inst. of Imaging Sci., Vanderbilt Univ., Nashville, TN, USA
E. Klassen , Dept. of Math., Florida State Univ., Tallahassee, FL, USA
J. C. Gore , Inst. of Imaging Sci., Vanderbilt Univ., Nashville, TN, USA
S. Kurtek , Dept. of Stat., Florida State Univ., Tallahassee, FL, USA
pp. 1717-1730

Layered Object Models for Image Segmentation (Abstract)

D. Ramanan , Dept. of Comput. Sci., Univ. of California at Irvine, Irvine, CA, USA
S. Hallman , Dept. of Comput. Sci., Univ. of California at Irvine, Irvine, CA, USA
Yi Yang , Dept. of Comput. Sci., Univ. of California at Irvine, Irvine, CA, USA
C. C. Fowlkes , Dept. of Comput. Sci., Univ. of California at Irvine, Irvine, CA, USA
pp. 1731-1743

Motion Detail Preserving Optical Flow Estimation (Abstract)

Y. Matsushita , Microsoft Res. Asia, Beijing, China
Jiaya Jia , Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, China
Li Xu , Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, China
pp. 1744-1757

Object Recognition by Discriminative Combinations of Line Segments, Ellipses, and Appearance Features (Abstract)

M. K. Leung , Dept. of Comput. Sci., Univ. Tunku Abdul Rahman, Kampar, Malaysia
S. Rahardja , Institutefor Infocomm Res., Singapore, Singapore
D. Rajan , Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
A. Y. Chia , Institutefor Infocomm Res., Singapore, Singapore
pp. 1758-1772

On Detection of Multiple Object Instances Using Hough Transforms (Abstract)

O. Barinova , Lomonosov Moscow State Univ., Moscow, Russia
V. Lempitsky , Yandex, Moscow, Russia
P. Kholi , Microsoft Res., Cambridge, UK
pp. 1773-1784
REGULAR PAPERS

Accurate Eye Center Location through Invariant Isocentric Patterns (Abstract)

T. Gevers , Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands
R. Valenti , Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands
pp. 1785-1798

Incremental Activity Modeling in Multiple Disjoint Cameras (Abstract)

Tao Xiang , Sch. of Electr. Eng. & Comput. Sci., Queen Mary Univ. of London, London, UK
C. C. Loy , Sch. of Electr. Eng. & Comput. Sci., Queen Mary Univ. of London, London, UK
Shaogang Gong , Sch. of Electr. Eng. & Comput. Sci., Queen Mary Univ. of London, London, UK
pp. 1799-1813

Online Kernel Principal Component Analysis: A Reduced-Order Model (Abstract)

P. Honeine , Lab. de Modelisation et Surete des Syst., Univ. de Technol. de Troyes, Troyes, France
pp. 1814-1826

Reflection Symmetry-Integrated Image Segmentation (Abstract)

Yu Sun , Dept. of Electr. Eng., Univ. of California, Riverside, CA, USA
Bir Bhanu , Center for Res. in Intell. Syst., Univ. of California, Riverside, CA, USA
pp. 1827-1841

Unsupervised Learning of Categorical Segments in Image Collections (Abstract)

L. Zelnik-Manor , Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
P. Perona , Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
M. Andreetto , Google Los Angeles (US-LAX-BIN), Venice, CA, USA
pp. 1842-1855
SHORT PAPERS

A Fast Algorithm for Multidimensional Ellipsoid-Specific Fitting by Minimizing a New Defined Vector Norm of Residuals Using Semidefinite Programming (Abstract)

Li Yang , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
Xianghua Ying , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
Hongbin Zha , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
pp. 1856-1863

Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary (Abstract)

Weihong Deng , Pattern Recognition & Intell. Syst. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Jun Guo , Pattern Recognition & Intell. Syst. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
Jiani Hu , Pattern Recognition & Intell. Syst. Lab., Beijing Univ. of Posts & Telecommun., Beijing, China
pp. 1864-1870
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