Wed Mar 2 - Deepbox

DeepBox: Learning Objectness with Convolutional Networks. Weicheng Kuo, Bharath Hariharan, Jitendra Malik. ICCV 2015.

arXiv

Mon, Feb 29th - Selective Search

Selective Search for Object Recognition. J. R. R. Uijlings, K. E. A. van de Sande, T. Gevers, A. W. M. Smeulders. IJCV 2013.

project page

Fri, Feb 26 - Understanding Deep Image Representations by Inverting Them

Understanding Deep Image Representations by Inverting Them. Aravindh Mahendran, Andrea Vedaldi. CVPR 2015.

arXiv

Wed, Feb 22 - Object Detectors Emerge in Deep Scene CNNs

Object Detectors Emerge in Deep Scene CNNs. Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba. ICLR, 2015.

project page, arXiv

Mon, Feb 22 - Places database

Learning Deep Features for Scene Recognition using Places Database. B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. NIPS 2014.

project page, pdf, demo

Fri, Feb 19 - Deep Neural Decision Forests

Deep Neural Decision Forests. Peter Kontschieder, Madalina Fiterau, Antonio Criminisi, and Samuel Rota Bulo. ICCV 2015.

Project page

Miscellaneous stuff

This is a reminder that as you start to get your hands dirty with data and code (often deep learning), TA Nam Vo is someone you can turn to for help. His office hours are Friday 2-4pm, CCB 308L

Also, I was asked to post a link to Tomasz Malisiewicz's blog as I've mentioned some of the things he wrote: http://www.computervisionblog.com/

Wed, Feb 17 - PatchMatch

PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing. Connelly Barnes, Eli Shechtman, Adam Finkelstein, and Dan B Goldman. Siggraph 2009.

project page

Mon, Feb 15 - Going Deeper with Convolutions

Going Deeper with Convolutions. Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich. 2014.

arXiv

Fri, Feb 12 - What Makes Paris Look Like Paris?

What makes Paris look like Paris? Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, and Alexei A. Efros. Siggraph 2012.

project page

Next two classes and TA hours

Reminder that Monday and Wednesday you are giving 6 minute presentations on your semester projects.

Now that you've nailed down a project topic, if you need help then TA Nam Vo will have office hours Friday 2-4pm, CCB 308L.

Fri, Feb 5 - How do Humans Sketch Objects?

How do humans sketch objects? Mathias Eitz, James Hays, and Marc Alexa. Siggraph 2012.

project page

Wed, Feb 3 - Sketch2Photo

Sketch2Photo: Internet Image Montage. ACM SIGGRAPH ASIA 2009, ACM Transactions on Graphics. Tao Chen, Ming-Ming Cheng, Ping Tan, Ariel Shamir, Shi-Min Hu.

project page