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TABLE OF CONTENTS
Issue No. 05 - May (vol. 35)
ISSN: 0162-8828
REGULAR PAPERS

A Convex Formulation for Learning a Shared Predictive Structure from Multiple Tasks (Abstract)

Jun Liu , Siemens Corp. Res., Princeton, NJ, USA
Jieping Ye , Dept. of Comput. Sci. & Eng., Arizona State Univ., Tempe, AZ, USA
Jianhui Chen , GE Global Res., San Ramon, CA, USA
Lei Tang , Walmart Labs., San Bruno, CA, USA
pp. 1025-1038

Algorithms for 3D Shape Scanning with a Depth Camera (Abstract)

C. Theobalt , MPI Inf., Saarbrucken, Germany
S. Thrun , Comput. Sci. Dept., Stanford Univ., Stanford, CA, USA
D. Stricker , Augmented Vision, German Res. Center for Artificial Intell., Kaiserslautern, Germany
Yan Cui , Augmented Vision, German Res. Center for Artificial Intell., Kaiserslautern, Germany
S. Schuon , Stylight GmbH, Munich, Germany
pp. 1039-1050

An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval (Abstract)

S. Maybank , Dept. of Comput. Sci. & Inf. Syst, Birkbeck Coll., London, UK
Guodong Tian , Nat. Lab. of Pattern Recognition (NLPR), Inst. of Autom., Beijing, China
Zhongfei Zhang , Dept. of Comput. Sci., Binghamton Univ., Binghamton, NY, USA
Xi Li , Nat. Lab. of Pattern Recognition (NLPR), Inst. of Autom., Beijing, China
Weiming Hu , Nat. Lab. of Pattern Recognition (NLPR), Inst. of Autom., Beijing, China
pp. 1051-1065

Hough Forest Random Field for Object Recognition and Segmentation (Abstract)

N. Payet , Sch. of Electr. Eng. & Comput. Sci., Oregon State Univ., Corvallis, OR, USA
S. Todorovic , Sch. of Electr. Eng. & Comput. Sci., Oregon State Univ., Corvallis, OR, USA
pp. 1066-1079

Inverse Rendering of Faces with a 3D Morphable Model (Abstract)

O. Aldrian , Dept. of Comput. Sci., Univ. of York, York, UK
W. A. P. Smith , Dept. of Comput. Sci., Univ. of York, York, UK
pp. 1080-1093
REGULAR PAPERS

Joint Depth Map and Color Consistency Estimation for Stereo Images with Different Illuminations and Cameras (Abstract)

Kyoung Mu Lee , Dept. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea
Sang Uk Lee , Dept. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea
Yong Seok Heo , Dept. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., Seoul, South Korea
pp. 1094-1106

Learning a Confidence Measure for Optical Flow (Abstract)

M. Pollefeys , Dept. of Comput. Sci., ETH Zurich, Zurich, Switzerland
G. J. Brostow , Dept. of Comput. Sci., Univ. Coll. London, London, UK
Oisin Mac Aodha , Dept. of Comput. Sci., Univ. Coll. London, London, UK
A. Humayun , Sch. of Interactive Comput., Georgia Inst. of Technol., Atlanta, GA, USA
pp. 1107-1120

Learning Topic Models by Belief Propagation (Abstract)

W. K. Cheung , Dept. of Comput. Sci., Hong Kong Baptist Univ., Hong Kong, China
Jiming Liu , Dept. of Comput. Sci., Hong Kong Baptist Univ., Hong Kong, China
Jia Zeng , Sch. of Comput. Sci. & Technol., Soochow Univ., Suzhou, China
pp. 1121-1134

Local Evidence Aggregation for Regression-Based Facial Point Detection (Abstract)

B. Martinez , Dept. of Comput., Imperial Coll. London, London, UK
M. F. Valstar , Mixed Reality Lab., Univ. of Nottingham, Nottingham, UK
X. Binefa , Dept. of Inf. Technol. & Telecommun., Univ. Pompeu Fabra, Barcelona, Spain
M. Pantic , Dept. of Comput., Imperial Coll. London, London, UK
pp. 1149-1163

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors (Abstract)

Chi Ho Chan , Center for Vision, Speech & Signal Process., Univ. of Surrey, Guildford, UK
M. A. Tahir , Center for Vision, Speech & Signal Process., Univ. of Surrey, Guildford, UK
J. Kittler , Center for Vision, Speech & Signal Process., Univ. of Surrey, Guildford, UK
M. Pietikäinen , Dept. of Electr. & Inf. Eng., Univ. of Oulu, Oulu, Finland
pp. 1164-1177
REGULAR PAPERS

Online Feature Selection with Streaming Features (Abstract)

Xingquan Zhu , Centre for Quantum Comput. & Intell. Syst., Univ. of Technol., Sydney, Sydney, NSW, Australia
Wei Ding , Dept. of Comput. Sci., Univ. of Massachusetts, Boston, MA, USA
Kui Yu , Sch. of Comput. Sci. & Inf. Eng., Hefei Univ. of Technol., Hefei, China
Hao Wang , Sch. of Comput. Sci. & Inf. Eng., Hefei Univ. of Technol., Hefei, China
Xindong Wu , Sch. of Comput. Sci. & Inf. Eng., Hefei Univ. of Technol., Hefei, China
pp. 1178-1192

Partial Face Recognition: Alignment-Free Approach (Abstract)

Shengcai Liao , Center for Biometrics & Security Res., Inst. of Autom., Beijing, China
A. K. Jain , Dept. of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA
S. Z. Li , Center for Biometrics & Security Res., Inst. of Autom., Beijing, China
pp. 1193-1205
REGULAR PAPERS

Self-Calibration of Catadioptric Camera with Two Planar Mirrors from Silhouettes (Abstract)

Jing Kong , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
Sheng Guan , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
Yongbo Hou , 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
Kun Peng , Dept. of Comput. Sci., Univ. of North Carolina, Chapel Hill, NC, USA
Xianghua Ying , Key Lab. of Machine Perception (Minist. of Educ.), Peking Univ., Beijing, China
pp. 1206-1220

Simultaneous Registration of Multiple Images: Similarity Metrics and Efficient Optimization (Abstract)

Christian Wachinger , Dept. of Neurology, Massachusetts Inst. of Technol., Cambridge, MA, USA
N. Navab , Dept. of Inf., Tech. Univ. Munchen, Garching, Germany
pp. 1221-1233

Spatially Varying Color Distributions for Interactive Multilabel Segmentation (Abstract)

C. Nieuwenhuis , Fac. of Comput. Sci., Tech. Univ. of Munich, Garching, Germany
D. Cremers , Fac. of Comput. Sci., Tech. Univ. of Munich, Garching, Germany
pp. 1234-1247

Tracking People's Hands and Feet Using Mixed Network AND/OR Search (Abstract)

V. I. Morariu , Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA
D. Harwood , Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA
L. S. Davis , Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA
pp. 1248-1262

Unified Detection and Tracking of Instruments during Retinal Microsurgery (Abstract)

R. Sznitman , EPFL IC ISIM CVLAB, Lausanne, Switzerland
R. Richa , Johns Hopkins Univ., Baltimore, MD, USA
R. H. Taylor , Johns Hopkins Univ., Baltimore, MD, USA
B. Jedynak , Johns Hopkins Univ., Baltimore, MD, USA
G. D. Hager , Johns Hopkins Univ., Baltimore, MD, USA
pp. 1263-1273

Schroedinger Eigenmaps for the Analysis of Biomedical Data (Abstract)

W. Czaja , Dept. of Math., Univ. of Maryland, College Park, MD, USA
M. Ehler , Helmholtz Zentrum Munchen, German Res. Center for Environ. Health, Neuherberg, Germany
pp. 1274-1280
Papers

Linear Dependency Modeling for Classifier Fusion and Feature Combination (Abstract)

P. C. Yuen , Dept. of Comput. Sci., Hong Kong Baptist Univ., Hong Kong, China
Jian-Huang Lai , Sch. of Inf. Sci. & Technol., Sun Yat-Sen Univ., Guangzhou, China
A. J. Ma , Dept. of Comput. Sci., Hong Kong Baptist Univ., Hong Kong, China
pp. 1135-1148
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