CS 295: Research Topics in Computer Vision

Winter 2011

Who, Where, When

Friday 12-1:30, DBH 3011

Overview


We will read and discuss some classic papers in the compuer vision literature. Discussion will be led by a different student each week. There is a proposed list of possible papers [here]

Schedule:

  • Week 1: Organizational meeting and intro


  • Week 2: Yi


    ``Distinctive image features from scale-invariant keypoints'' D. Lowe. IJCV 2004. link


  • Week 3: Sam


    ``Normalized cuts and Image Segmentation'' J. Shi, J. Malik. PAMI 2000. link


  • Week 4: Xiangxin


    ``Active appearance models'' T. Cootes, G. Edwards, C. Taylor. PAMI 2001. link


  • Week 5: Ragib


    ``What is the set of images of an object under all possible lighting conditions?'' P. Belhumuer, D. Kreigman. IJCV 1998. link


  • Week 6: Mohsen


    ``Lucas-Kanade, 20 years on: A unifying framework'' S. Baker, I. Matthews. IJCV 2004. link


  • Week 7: Nitin


    ``Robust real-time object detection'' P. Viola, M. Jones. IJCV 2002. link


  • Week 8: Scott


    ``Recognizing action at a distance'' A. Efros, A. Berg, G. Mori J. Malik. ICCV 2003 link


  • Week 9: Sungjin


    ``Tracking people by learning their appearance'' D. Ramanan, D.A. Forsyth, A. Zisserman. PAMI 2007. link


  • Week 10: Dennis


  • ``Putting Objects in Perspective'' D. Hoeim, A. Efros, M. Hebert. IJCV 2008. link