Reading Group (Image)

Title: Robust Principal Component Analysis ?
Author: E. J. Candes, X. Li, Y. Ma and J. Wright,
Journal: J. ACM
Year: 2011
Volume 58, number 3, pages 11:1--11:37.

Title: Person re-identification using kernel-based metric learning methods
Author: Fei Xiong, Mengran Gou, Octavia Camps and Mario Sznaier,
Conference: ECCV,
Year: 2014,
Pages 1--16.

Title : A subgraph isomorphism algorithm and its application to biochemical data
Author : Vincenzo Bonnici, Rosalba Giugno, Alfredo Pulvirenti, Dennis Shasha and Alfredo Ferro
Journal : BMC Bioinformatics
Year : 2013

Title : Simple computation of reaction-diffusion processes on point clouds
Authors : Colin B. Macdonald, Barry Merriman and Steven J. Ruuth
Journal : National Academy of Sciences of the United States of America
Year : 2013
Pages: vol 110, number 23
...

Title : Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance
Author : Vincenzo Carletti, Benoit Gaüzère, Luc Brun and Mario Vento
Conference : Graph-Based Representations in Pattern Recognition
...

Title: BOLD - Binary Online Learned Descriptor For Efficient Image Matching
Author: Vassileios Balntas, Lilian Tang and Krystian Mikolajczyk
Conference: CVPR
Year: 2015
Pages: 2367--2375

Title: PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming
Author: Emmanuel J. Candès, Thomas Strohmer and Vladislav Voroninski
Conference: CoRR
Year: 2011

Title: Conditional Random Fields as Recurrent Neural Networks.
Author: Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang and Philip H. S. Torr.
Conference: ICCV,
Year: 2015
URL: http://www.robots.ox.ac.uk/~szheng/crfasrnndemo...

Title: Randomized trees for realtime keypoint recognition
Author: Vincent Lepetit and Pascal Lagger and Pascal Fua
Conference: Computer Vision and Pattern Recognition (CVPR)
Year: 2005
Pages: 775--781

Title: SimpleMKL
Author: Alain Rakotomamonjy and Francis Bach and Stéphane Canu and Yves Grandvalet
Conference: Journal of machine learning research (JMLR)
Year: 2008

Title : Examplar-based Inpainting base on local geometry
Author : Olivier Le Meur, Josselin Gautier and Christine Guillemot
Conference : ICIP
Year : 2011

Title: Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture
Authors: David Eigen and Rob Fergus
Journal: CoRR
Year: 2014

Title: Long Short-term Memory
Author: Sepp Hochreiter and Jürgen Schmidhuber.
Conference: Neural Computation,
Year: 1997,
Volume 9 Issue 8,
Pages: 1735-1780

Title: Adapting Visual Category Models to New Domains
Author: Kate Saenko, Brian Kulis, Mario Fritz, Trevor Darrell
Conference: 11th European Conference on Computer Vision (ECCV)
Year: 2010
Pages: 213-226

Title: Asymmetric and Category Invariant Feature Transformations for Domain Adaptation
Author: Kate Saenko, Brian Kulis, Mario Fritz, Trevor Darrell
Journal: International Journal of Computer Vision (IJCV)
Year: 2014
Volume 109, Issue 1-2 , pp 28-41 ...

Title: Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances
Author: Marco Cuturi
Conference: NIPS
Year: 2013
Pages: 2292--2300

Title : PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing
Author : Connelly Barnes, Eli Shechtman, Adam Finkelstein and Dan B Goldman
Conference : ACM Transactions on Graphics
Year : 2009
Volume : 28
Number : 3