Lecture Schedule
From cs331b Special Topics in 3dRR
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| <span style="color: rgb(255, 0, 0);">''' Project Mid-term Report due'''</span> | | <span style="color: rgb(255, 0, 0);">''' Project Mid-term Report due'''</span> | ||
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- | *Lubomir Bourdev, Jitendra Malik,"Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations", ICCV 2009 | + | *Lubomir Bourdev, Jitendra Malik,"Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations", ICCV 2009 [http://www.eecs.berkeley.edu/Research/Projects/CS/vision/human/poselets_iccv09.pdf link] |
- | *Lubomir Bourdev, Subhransu Maji, Thomas Brox, Jitendra Malik,"Detecting People Using Mutually Consistent Poselet Activations", ECCV 2010 | + | *Lubomir Bourdev, Subhransu Maji, Thomas Brox, Jitendra Malik,"Detecting People Using Mutually Consistent Poselet Activations", ECCV 2010 [http://www.cs.berkeley.edu/~lbourdev/poselets/poselets-eccv10.pdf link] |
*Action Recognition with Exemplar Based 2.5D Graph Matching Bangpeng Yao and Li Fei-Fei, European Conference on Computer Vision (ECCV). Firenze, Italy. October 7-13, 2012. | *Action Recognition with Exemplar Based 2.5D Graph Matching Bangpeng Yao and Li Fei-Fei, European Conference on Computer Vision (ECCV). Firenze, Italy. October 7-13, 2012. | ||
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*Tutorial on Randomized decision trees and forests | *Tutorial on Randomized decision trees and forests | ||
- | *Jamie Shotton , Andrew Fitzgibbon , Mat Cook , Toby Sharp , Mark Finocchio , Richard Moore , Alex Kipman , Andrew Blake, "Real Time human pose recognition in parts from single depth image". CVPR, 2011 | + | *Jamie Shotton , Andrew Fitzgibbon , Mat Cook , Toby Sharp , Mark Finocchio , Richard Moore , Alex Kipman , Andrew Blake, "Real Time human pose recognition in parts from single depth image". CVPR, 2011 [http://research.microsoft.com/pubs/145347/BodyPartRecognition.pdf link] |
- | *Mining Actionlet Ensemble for Action Recognition with Depth Cameras , Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan | + | *Mining Actionlet Ensemble for Action Recognition with Depth Cameras , Jiang Wang, Zicheng Liu, Ying Wu, Junsong Yuan [http://research.microsoft.com/en-us/um/people/zliu/papers/joint_modeling_final.pdf link] |
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Revision as of 00:31, 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 | |||