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TABLE OF CONTENTS
Issue No. 04 - April (vol. 39)
ISSN: 0162-8828

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Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns (Abstract)

Bharath Hariharan , Facebook AI Research, Menlo Park, CA
Pablo Arbelaez , Universidad de los Andes, Bogota, Colombia
Ross Girshick , Facebook AI Research, Menlo Park, CA
Jitendra Malik , University of California, Berkeley, CA
pp. 627-639

Fully Convolutional Networks for Semantic Segmentation (Abstract)

Evan Shelhamer , Department of Electrical Engineering and Computer Science (CS Division), University of California, Berkeley, CA, USA
Jonathan Long , Department of Electrical Engineering and Computer Science (CS Division), University of California, Berkeley, CA, USA
Trevor Darrell , Department of Electrical Engineering and Computer Science (CS Division), University of California, Berkeley, CA, USA
pp. 640-651

Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge (HTML)

Oriol Vinyals , Department of Research, Google, Mountain View, CA
Alexander Toshev , Department of Research, Google, Mountain View, CA
Samy Bengio , Department of Research, Google, Mountain View, CA
Dumitru Erhan , Department of Research, Google, Mountain View, CA
pp. 652-663

Deep Visual-Semantic Alignments for Generating Image Descriptions (Abstract)

Andrej Karpathy , Computer Science Department, Stanford University, Stanford, CA
Li Fei-Fei , Computer Science Department, Stanford University, Stanford, CA
pp. 664-676

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description (Abstract)

Jeff Donahue , Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA
Lisa Anne Hendricks , Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA
Marcus Rohrbach , Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA
Subhashini Venugopalan , Department of Computer Science, University of Texas at Austin, Austin, TX
Sergio Guadarrama , Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA
Kate Saenko , Department of Computer Science, University of Massachusetts Lowell, Lowell, MA
Trevor Darrell , Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA
pp. 677-691

Learning to Generate Chairs, Tables and Cars with Convolutional Networks (Abstract)

Alexey Dosovitskiy , Computer Science Department at the University of Freiburg, Freiburg im Breisgau, Germany
Jost Tobias Springenberg , Computer Science Department at the University of Freiburg, Freiburg im Breisgau, Germany
Maxim Tatarchenko , Computer Science Department at the University of Freiburg, Freiburg im Breisgau, Germany
Thomas Brox , Computer Science Department at the University of Freiburg, Freiburg im Breisgau, Germany
pp. 692-705

Building Proteins in a Day: Efficient 3D Molecular Structure Estimation with Electron Cryomicroscopy (Abstract)

Ali Punjani , Department of Computer Science, University of Toronto, Toronto, ON, Canada
Marcus A. Brubaker , Electrical Engineering and Computer Science, York University, Toronto, ON, Canada
David J. Fleet , Department of Computer Science, University of Toronto, Toronto, ON, Canada
pp. 706-718

Learning Category-Specific Deformable 3D Models for Object Reconstruction (Abstract)

Shubham Tulsiani , Department of Electrical Engineering and Computer Science, University of California at Berkeley, CA
Abhishek Kar , Department of Electrical Engineering and Computer Science, University of California at Berkeley, CA
Joao Carreira , Google DeepMind
Jitendra Malik , Department of Electrical Engineering and Computer Science, University of California at Berkeley, CA
pp. 719-731

Visual Vibrometry: Estimating Material Properties from Small Motions in Video (HTML)

Abe Davis , Massachusetts Institute of Technology, Cambridge, MA
Katherine L. Bouman , Massachusetts Institute of Technology, Cambridge, MA
Justin G. Chen , Massachusetts Institute of Technology, Cambridge, MA
Michael Rubinstein , Google Research, Microsoft Research, Cambridge, MA
Oral Buyukozturk , Massachusetts Institute of Technology, Cambridge, MA
Fredo Durand , Massachusetts Institute of Technology, Cambridge, MA
William T. Freeman , Massachusetts Institute of Technology, Cambridge, MA
pp. 732-745

Recovering Inner Slices of Layered Translucent Objects by Multi-Frequency Illumination (HTML)

Kenichiro Tanaka , Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan
Yasuhiro Mukaigawa , Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan
Hiroyuki Kubo , Graduate School of Information Science, Nara Institute of Science and Technology, Nara, Japan
Yasuyuki Matsushita , Graduate School of Information Science and Technology, Osaka University, Osaka, Japan
Yasushi Yagi , Institute of Scientific and Industrial Research, Osaka University, Osaka, Japan
pp. 746-757

Efficient Globally Optimal Consensus Maximisation with Tree Search (Abstract)

Tat-Jun Chin , School of Computer Science, University of Adelaide, Adelaide, SA, Australia
Pulak Purkait , School of Computer Science, University of Adelaide, Adelaide, SA, Australia
Anders Eriksson , School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane City, QLD, Australia
David Suter , School of Computer Science, University of Adelaide, Adelaide, SA, Australia
pp. 758-772

Rank Pooling for Action Recognition (Abstract)

Basura Fernando , ESAT-PSI, Australia National University, iMinds, Belgium
Efstratios Gavves , QUVA Lab, ESAT-PSI, University of Amsterdam, iMinds, NetherlandsBelgium
Jose Oramas Oramas M. , KU Leuven, ESAT-PSI, iMinds, Belgium
Amir Ghodrati , KU Leuven, ESAT-PSI, iMinds, Belgium
Tinne Tuytelaars , KU Leuven, ESAT-PSI, iMinds, Belgium
pp. 773-787

Joint A Contrario Ellipse and Line Detection (Abstract)

Viorica Patraucean , Department of Engineering, University of Cambridge, Cambridge, United Kingdom
Pierre Gurdjos , IRIT-ENSEEIHT, Toulouse, Midi-Pyrenees, France
Rafael Grompone von Gioi , CMLA-ENS Cachan, Cachan, France
pp. 788-802

Local Log-Euclidean Multivariate Gaussian Descriptor and Its Application to Image Classification (Abstract)

Peihua Li , School of Information and Communication Engineering, Dalian University of Technology, China
Qilong Wang , School of Information and Communication Engineering, Dalian University of Technology, China
Hui Zeng , School of Information and Communication Engineering, Dalian University of Technology, China
Lei Zhang , Department of Computing, The Hong Kong Polytechnic University, Hong Kong
pp. 803-817

Salient Object Detection via Structured Matrix Decomposition (Abstract)

Houwen Peng , CAS Center for Excellence in Brain Science and Intelligence Technology, National Laboratory of Pattern Recognition, Institution of Automation, Chinese Academy of Sciences, Beijing, China
Bing Li , CAS Center for Excellence in Brain Science and Intelligence Technology, National Laboratory of Pattern Recognition, Institution of Automation, Chinese Academy of Sciences, Beijing, China
Haibin Ling , Department of Computer and Information Sciences, Temple University, Philadelphia, PA
Weiming Hu , CAS Center for Excellence in Brain Science and Intelligence Technology, National Laboratory of Pattern Recognition, Institution of Automation, Chinese Academy of Sciences, Beijing, China
Weihua Xiong , CAS Center for Excellence in Brain Science and Intelligence Technology, National Laboratory of Pattern Recognition, Institution of Automation, Chinese Academy of Sciences, Beijing, China
Stephen J. Maybank , Department of Computer Science and Information Systems, Birkbeck College, London, United Kingdom
pp. 818-832

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