Winter 2012-2013
Tentative list of topics
Below you may find a tentative list of topics. You may suggest to me (via email) other topics which are of interest to you and do not appear on the list below (please include a list of relevant papers).
You should wait for my formal confirmation before starting to work on a topic.
Saliency
- Salient features
- (Taken by Roi Saida) Unsupervised discovery of mid-level discriminative patches
S Singh, A Gupta, AA Efros
ECCV 2012
http://graphics.cs.cmu.edu/projects/discriminativePatches/ - (Taken by David Michaeli) Blocks that Shout: Distinctive Parts for Scene Classification
M Juneja, A Vedaldi, CV Jawahar, A Zisserman
CVPR 2013
http://www.robots.ox.ac.uk/~vgg/publications/2013/Juneja13/juneja13.pdf
- (Taken by Roi Saida) Unsupervised discovery of mid-level discriminative patches
- Image saliency
- (Taken by Shai Krakovski) Efficient Salient Region Detection with Soft Image Abstraction
Ming-Ming Cheng Jonathan Warrell Wen-Yan Lin Shuai Zheng Vibhav Vineet Nigel Crook
ICCV 2013
http://mmcheng.net/effisalobj/ - (Taken by David Dov) Saliency detection: A boolean map approach.
Zhang, Jianing and Sclaroff, Stan
ICCV 2013
http://cs-people.bu.edu/jmzhang/BMS/BMS.html
- (Taken by Shai Krakovski) Efficient Salient Region Detection with Soft Image Abstraction
- (Taken by Avi Marciano) Interesting images
- The Interestingness of Images
Michael Gygli, Helmut Grabner, Hayko Riemenschneider, Fabian Nater and Luc Van Gool
ICCV 2013
http://www.vision.ee.ethz.ch/~gyglim/interest/iccv13.php
- The Interestingness of Images
- Salient events in video
- (Taken by Stav Shapiro) Abnormal Event Detection at 150 FPS in MATLAB
Cewu Lu Jianping Shi Jiaya Jia
ICCV 2013
http://shijianping.me/abnormal_iccv13.pdf
- (Taken by Stav Shapiro) Abnormal Event Detection at 150 FPS in MATLAB
- Saliency in depth images
- (Taken by Daniel Segal) Depth Matters: Influence of Depth Cues on Visual Saliency
Lang Congyan, Tam Nguyen, harish Katti, Karthik Yadati, Shuicheng Yan, Mohan Kankanhalli
ECCV 2012
https://sites.google.com/site/vantam/publications/3DSaliency_ECCV2012.pdf
- (Taken by Daniel Segal) Depth Matters: Influence of Depth Cues on Visual Saliency
Matching and features
- (Taken by Uri Mor) Cross-domain image matching
- Data-driven Visual Similarity for Cross-domain Image Matching
A Shrivastava, T Malisiewicz, A Gupta, AA Efros
SIGGRAPH 2011
http://graphics.cs.cmu.edu/projects/crossDomainMatching/
- Data-driven Visual Similarity for Cross-domain Image Matching
- (Taken by Yonatan Dishon) Visualizing features
- HOGgles: Visualizing Object Detection Features
Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz, Antonio Torralba
ICCV 2013
http://web.mit.edu/vondrick/ihog/
- HOGgles: Visualizing Object Detection Features
- Matching images
- To aggregate or not to aggregate: Selective match kernels for image search (PDF)
Giorgos Tolias, Yannis Avrithis, Herv Jgou
ICCV 2013
http://hal.inria.fr/docs/00/86/46/84/PDF/iccv13_tolias.pdf
- To aggregate or not to aggregate: Selective match kernels for image search (PDF)
- Efficient matching of depth images
- DCSH – Matching Patches in RGBD Images
Yaron Eshet, Simon Korman, Eyal Ofek, Shai Avidan
ICCV 2013
http://www.eng.tau.ac.il/~simonk/DCSH/
- DCSH – Matching Patches in RGBD Images
- Efficient matching across images (Nearest Neighbors)
- (Taken by Yonatan Glassner) Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search
Dror Aiger, Efi Kokiopoulou, Ehud Rivlin
ICCV 2013
http://research.google.com/pubs/pub41388.html - (Taken by Saman Mousazadeh) PatchMatchGraph: Building a Graph of Dense Patch Correspondences for Label Transfer
Stephen Gould (ANU), Yuhang Zhang
ECCV 2012
http://users.cecs.anu.edu.au/~sgould/papers/eccv12-patchGraph.pdf - (Taken by Yaniv Romano) Mixed-Resolution Patch-Matching
Harshit Sureka, P J Narayanan
ECCV 2012
http://web.iiit.ac.in/~harshit/mrpm/
- (Taken by Yonatan Glassner) Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search
- (Taken by Yehonatan Goldman) Efficient template matching
- FAsT-Match: Fast Affine Template Matching
Simon Korman, Daniel Reichman, Gilad Tsur, Shai Avidan
CVPR 2013
http://www.eng.tau.ac.il/~simonk/FM/index.html
- FAsT-Match: Fast Affine Template Matching
RGBD (Working with depth data)
- Localization
- (Taken by Boaz Petersil) Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
Jamie Shotton, Ben Glocker, Christopher Zach, Shahram Izadi, Antonio Criminisi, Andrew Fitzgibbon
CVPR 2013
http://research.microsoft.com/pubs/184826/RelocForests.pdf - Accurate Localization of 3D Objects from RGB-D Data using Segmentation Hypotheses
Byung-soo Kim, Shili Xu, Silvio Savarese
CVPR 2013
http://www.eecs.umich.edu/vision/projects/al3d/al3dproj.html
- (Taken by Boaz Petersil) Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images
- Interest points
- (Taken by Rima Shulman) Learning to Efficiently Detect Repeatable Interest Points in Depth Data
Stefan Holzer, Jamie Shotton, Pushmeet Kohli
ECCV 2012
http://research.microsoft.com/en-us/um/people/pkohli/papers/hsk_eccv2012.pdf
- (Taken by Rima Shulman) Learning to Efficiently Detect Repeatable Interest Points in Depth Data
- Super-resolution
- (Taken by Itzik Ben Shabat) Patch Based Synthesis for Single Depth Image Super-Resolution
Oisin Mac Aodha, Neill Campbell, Arun Nair, Gabriel Brostow
ECCV 2012
http://visual.cs.ucl.ac.uk/pubs/depthSuperRes/ - Depth Super Resolution by Rigid Body Self-Similarity in 3D
Michael Hornacek, Christoph Rhemann, Margrit Gelautz, Carsten Rother
CVPR 2013
https://www.ims.tuwien.ac.at/people/michael-hornacek/downloads/depthsr-paper.pdf
- (Taken by Itzik Ben Shabat) Patch Based Synthesis for Single Depth Image Super-Resolution
- Action recognition in RGBD
- (Taken by Aviad Barzilai) HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences
Omar Oreifej, Zicheng Liu
CVPR 2013
http://www.cv-foundation.org/openaccess/content_cvpr_2013/papers/Oreifej_HON4D_Histogram_of_2013_CVPR_paper.pdf - Spatio-Temporal Depth Cuboid Similarity Feature for Activity Recognition Using Depth Camera
Lu Xia, J.K. Aggarwal - CVPR 2013
http://www.cv-foundation.org/openaccess/content_cvpr_2013/papers/Xia_Spatio-temporal_Depth_Cuboid_2013_CVPR_paper.pdf
- (Taken by Aviad Barzilai) HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences
- Scene recognition in RGBD
- (Taken by Alex Kreimer) Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images
S Gupta, P Arbelaez, J Malik
CVPR2013
http://www.cv-foundation.org/openaccess/content_cvpr_2013/papers/Gupta_Perceptual_Organization_and_2013_CVPR_paper.pdf - Intrinsic Scene Properties from a Single RGB-D Image
Jonathan Barron, Jitendra Malik
CVPR 2013
http://www.cs.berkeley.edu/~sgupta/pdf/GuptaArbelaezMalikCVPR13.pdf
- (Taken by Alex Kreimer) Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images
- Scene analysis
- Intrinsic Scene Properties from a Single RGB-D Image
Jonathan Barron, Jitendra Malik
CVPR 2013
http://www.cs.berkeley.edu/~barron/BarronMalikCVPR2013.pdf
- Intrinsic Scene Properties from a Single RGB-D Image
Video summarization
- (Taken by Elad Osherov) Summarization of ego-centric video
http://vision.cs.utexas.edu/projects/egocentric/storydriven.html- Story-Driven Summarization for Egocentric Video
Z. Lu and K. Grauman,
CVPR’13 - Discovering Important People and Objects for Egocentric Video Summarization.
Yong Jae Lee, Joydeep Ghosh, and Kristen Grauman
CVPR’12
- Story-Driven Summarization for Egocentric Video
- Video looping
- Automated Video Looping with Progressive Dynamism
Zicheng Liao, Neel Joshi, Hugues Hoppe
SIGGRAPH 2013
http://research.microsoft.com/en-us/um/people/hoppe/proj/videoloops/
- Automated Video Looping with Progressive Dynamism
- Video browsing
- Video tapestries with continuous temporal zoom
Barnes, C., Goldman, D., Shechtman, E., Finkelstein,
SIGGRAPH 2010
http://www.adobe.com/technology/projects/video-tapestries.html
- Video tapestries with continuous temporal zoom
- Photo sequencing
- Photo sequencing
T Basha, Y Moses, S Avidan
ECCV 2012
http://www.eng.tau.ac.il/~talib/PhotoSeq.html - Space-Time Tradeoffs in Photo Sequencing
Tali Dekel (Basha), Yael Moses, Shai Avidan
ICCV 2013
http://www.eng.tau.ac.il/~talib/PS2.html
- Photo sequencing
- Video Synopsis
- Video Synopsis by Heterogeneous Multi-Source Correlation
Xiatian Zhu, Chen Change Loy , Shaogang Gong
ICCV 2013
http://personal.ie.cuhk.edu.hk/~ccloy/files/iccv_2013_synopsis.pdf
- Video Synopsis by Heterogeneous Multi-Source Correlation