CS6644: Modeling the World - Paper Reading
Here's a list of good papers. Papers are loosely ordered from early/seminal to current/state-of-the-art within each category. You're expected to have some historical perspective on the development of research on the problem addressed by your paper, as well as an understanding of the current state of the art, including work that has been done since your paper's publication. While this is a pre-approved list, you may also suggest your own papers/topics and we'll work with you to find the most important/meaty papers in your area of interest.
|Image Formation / Radiometric Calibration|
|What is the Space of Camera Response Functions?|
M.D. Grossberg and S.K. Nayar.
|Probabilistic Color De-rendering|
Ying Xiong, Kate Saenko, Trevor Darrell, and Todd Zickler
|Stereo / RGB-D|
|Distinctive Image Features from Scale-Invariant Keypoints|
David G. Lowe
|Fast Approximate Energy Minimization via Graph Cuts|
Yuri Boykov, Olga Veksler, and Ramin Zabih
|KinectFusion: Real-Time Dense Surface Mapping and Tracking|
Richard A. Newcombe, Shahram Izadi, Otmar Hilliges, David Molyneaux, David Kim, Andrew J. Davison, Pushmeet Kohli, Jamie Shotton, Steve Hodges, and Andrew Fitzgibbon
|Structure from Motion / Multiview Stereo|
|Modeling the World from Internet Photo Collections.|
Noah Snavely, Steven M. Seitz, and Richard Szeliski.
|Accurate, Dense and Robust Multi-View Stereopsis|
Yasutaka Furukawa and Jean Ponce
Yasutaka Furukawa, Brian Curless, Steven M. Seitz, and Richard Szeliski.
|Reconstructing Building Interiors from Images|
Yasutaka Furukawa, Brian Curless, Steven M. Seitz, Richard Szeliski.
|Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction|
Todd Zickler, Peter N. Belhumeur, and David J. Kriegman
|Heliometric Stereo: Shape from Sun Position.|
Austin Abrams, Christopher Hawley, and Robert Pless.
|Visibility Subspaces: Uncalibrated Photometric Stereo with Shadows.|
Kalyan Sunkavalli, Todd Zickler, and Hanspeter Pfister.
|Materials and Lighting|
|Real-world Illumination and the Perception of Reflectance Properties|
Roland W. Fleming, Ron O. Dror, and Edward H. Adelson
|Ce Liu, Lavanya Sharan, Edward H. Adelson, and Ruth Rosenholtz|
Exploring Features in a Bayesian Framework for Material Recognition
|Ground-truth Dataset and Baseline Evaluations for Intrinsic Image Algorithms|
R. Grosse, M.K. Johnson, E.H. Adelson and W.T. Freeman
|Factored Time-Lapse Video|
Kalyan Sunkavalli, Wojciech Matusik, and Hanspeter Pfister
|Intrinsic Images in the Wild|
Sean Bell, Kavita Bala, and Noah Snavely
|Shape, Illumination, and Reflectance from Shading|
Jonathan T. Barron and Jitendra Malik
Tech Report 2013 (subsumes papers from CVPR11, CVPR12, ECCV12)
|Estimating the Natural Illumination Conditions from a Single Outdoor Image|
Jean-Francois Lalonde, Alexei A. Efros, and Srinivasa G. Narasimhan
|Understanding and Recognition|
|SUN database: Large-scale Scene Recognition from Abbey to Zoo|
J. Xiao, J. Hays, K. Ehinger, A. Oliva, and A. Torralba
|ImageNet: A Large-Scale Hierarchical Image Database|
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li and L. Fei-Fei
|SUN Attribute Database: Discovering, Annotating, and Recognizing Scene Attributes|
Genevieve Patterson and James Hays
Devi Parikh and Kristen Grauman
|Visual Recognition with Humans in the Loop|
Branson S., Wah C., Babenko B., Schroff F., Welinder P., Perona P., Belongie S.
|What Makes Paris Look Like Paris?|
Carl Doersch, Saurabh Singh, Abhinav Gupta, Josev Sivic, and Alexei A. Efros