Lecture Schedule
From cs331b Special Topics in 3dRR
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| Guest lecturer: Dr. M. Stark | | Guest lecturer: Dr. M. Stark | ||
| 3D object recognition by deformable part models: | | 3D object recognition by deformable part models: | ||
- | *B.Pepik, M.Stark, P.Gehler and B.Schiele, "Teaching 3D geometry to deformable part models". CVPR2012 | + | *B.Pepik, M.Stark, P.Gehler and B.Schiele, "Teaching 3D geometry to deformable part models". CVPR2012 [http://www.d2.mpi-inf.mpg.de/sites/default/files/pepik12cvpr.pdf link] |
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| Large scale 3D reconstruction by structure from motion : | | Large scale 3D reconstruction by structure from motion : | ||
- | *Sameer Agarwal, Yasutaka Furukawa, Noah Snavely, Ian Simon, Brian Curless, Steven M. Seitz and Richard Szeliski Communications of the ACM, Vol. 54, No. 10, Pages 105-112, October 2011 | + | *Sameer Agarwal, Yasutaka Furukawa, Noah Snavely, Ian Simon, Brian Curless, Steven M. Seitz and Richard Szeliski Communications of the ACM, Vol. 54, No. 10, Pages 105-112, October 2011 [http://www.d2.mpi-inf.mpg.de/sites/default/files/pepik12cvpr.pdf link] |
*Jan-Michael Frahm, Pierre Georgel, David Gallup, Tim Johnson, Rahul Raguram, Changchang Wu, Yi-Hung Jen, Enrique Dunn, Brian Clipp, Svetlana Lazebnik, Marc Pollefeys, ECCV 2010 | *Jan-Michael Frahm, Pierre Georgel, David Gallup, Tim Johnson, Rahul Raguram, Changchang Wu, Yi-Hung Jen, Enrique Dunn, Brian Clipp, Svetlana Lazebnik, Marc Pollefeys, ECCV 2010 | ||
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- | *Gall, J., Fossati, A., and van Gool, L. (2011). Functional categorization of objects using real-time markerless motion capture. In CVPR. | + | *Gall, J., Fossati, A., and van Gool, L. (2011). Functional categorization of objects using real-time markerless motion capture. In CVPR. |
*Learning Human Activities and Object Affordances from RGB-D Videos, Hema S Koppula, Rudhir Gupta, Ashutosh Saxena. International Journal of Robotics Research (IJRR), 32(8):951-970, July 2013.<br> | *Learning Human Activities and Object Affordances from RGB-D Videos, Hema S Koppula, Rudhir Gupta, Ashutosh Saxena. International Journal of Robotics Research (IJRR), 32(8):951-970, July 2013.<br> | ||
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| Understanding Human Activities | | Understanding Human Activities | ||
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- | | Joint estimation of object/scene affordances and human | + | | Joint estimation of object/scene affordances and human |
- | pose: | + | pose: |
- | *V.Delatitre, D.Fouhey, I.Laptec, Sivic, A.Gupta, A.A.Efros "Scene semantics from long term observation of people" ECCV2012 | + | *V.Delatitre, D.Fouhey, I.Laptec, Sivic, A.Gupta, A.A.Efros "Scene semantics from long term observation of people" ECCV2012 |
- | *A.Gupta, S.Satkin, A.A.Efros, M.Hebert "From 3D scene geometry to Human workspace" CVPR2011 | + | *A.Gupta, S.Satkin, A.A.Efros, M.Hebert "From 3D scene geometry to Human workspace" CVPR2011 |
*People Watching: Human Actions as a Cue for Single View Geometry, David Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, and Josef Sivic European Conference on Computer Vision (ECCV), October, 2012. | *People Watching: Human Actions as a Cue for Single View Geometry, David Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, and Josef Sivic European Conference on Computer Vision (ECCV), October, 2012. | ||
Revision as of 00:18, 26 September 2013
Lect. | Date | Topics | Presenter | Paper/Slides |
---|---|---|---|---|
1 | 9/23 | Introductions | slides | |
2 | 9/25 | Representing and Recognizing Objects | Guest lecturer: Y. Xiang |
3D object recognition by aspect graph-based models:
|
3 | 9 /30 | Representing and Recognizing Objects | 3D detection from D-RGB data:
| |
4 | 10/2 | Representing and Recognizing Objects | Guest lecturer: Dr. M. Stark | 3D object recognition by deformable part models:
|
5 | 10/7 | Representing the 3D Space | Large scale 3D reconstruction by structure from motion :
| |
6 | 10/9 | Representing the 3D Space | Indoor scene layout reconstruction:
| |
7 | 10/14 | Understanding Complex Scenes | Joint 3D reconstruction and object detection:
| |
8 | 10/16 | Understanding Complex Scenes | Guest lecturer: B. Kim | 2D/3D CRF models fo understanding:
|
10/17
| Project Proposal due | |||
9 | 10/21 | Understanding Complex Scenes | Guest lecturer: Y. Bao | Semantic structure from motion:
|
10 | 10/23 | Understanding Complex Scenes | Tutorial on MCMC:
| |
11 | 10/28 | Understanding Complex Scenes | Joint segmentation and reconstruction from D-RGB data (I):
| |
12 | 10/30 | Understanding Complex Scenes | Joint segmentation and reconstruction from D-RGB data (II):
| |
13 | 11/4 | Understanding Human Pose | Guest lecturer: Dr. Roland Angst | Joint segmentation and reconstruction from D-RGB data (III):
|
11/5
| Project Mid-term Report due | |||
14 | 11/6 | Understanding Human Pose | Human pose estimation and activity recognition from 2D
images:
| |
15 | tba | Understanding Human Activities | Human pose estimation and activity recognition from D-RGB
data:
| |
16 | 11/11 | Understanding Human Activities | Guest lecturer: Dr. W. Choi | Recognizing collective activities:
|
17 | 11/13 | Understanding Human Activities |
| |
18 | tba | Understanding Human Activities | Joint estimation of object/scene affordances and human
pose:
| |
19 | 11/18 | Final Project Presentations | ||
20 | 11/20 | Final Project Presentations | ||
| 11/25 | no class - Thanksgiving Break | ||
| 11/27 | no class - Thanksgiving Break | ||
| 12/2 |
no class due to ICCV | ||
| 12/4 | no class due to ICCV | ||
| 12/13 | Final Project Report Due | ||
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