Room: Siebel Center 1109
Class Time: Tuesday and Thursday 11:00am – 12:15pm
Office Hours: Tuesday and Thursday 12:15-1pm; by appointment
Contact: d<last name>@uiuc.edu, Siebel 3312
Schedule (subject to change)
Date |
Presenter |
Topic and Papers |
Authors |
Slides |
Jan 20 (Tues) |
Derek Hoiem |
Intro: Logistics and
Overview |
|
|
Jan 22 (Thurs) |
Derek Hoiem |
Tools and Techniques:
Features and Representations Perspectives in Vision: Art |
Cavanagh |
|
Jan 27 (Tues) |
Derek Hoiem |
Tools and Techniques: Classification Perspectives in Vision:
Categories Principles
of Categorization (1978) |
Rosch |
|
Jan 29 (Thurs) |
Derek Hoiem |
Introduction to Spatial
Inference and Navigation |
Gibson Hoiem et al. |
|
Feb 3 (Tues) |
1 Eamon Caddigan |
Scene Gist |
Oliva-Torralba Torralba-Oliva |
|
Feb 5 (Thurs) |
2 Ian Endres |
Monocular Depth Estimation |
Saxena et al. |
|
Feb 10 (Tues) |
3 Sanketh Shetty |
Robot Navigation Vision-based mobile robot
navigation and mapping (2001) |
Se et al. Michels et al. Nabbe et al. |
|
Feb 12 (Thurs) |
|
Project Discussion: Goals
and Experiments |
|
|
Part II. Identifying and
Observing Objects |
||||
Feb 17 (Tues) |
Derek Hoiem |
Introduction to Objects Perspectives in Vision:
Semiotics |
Chandler |
|
Feb 19 (Thurs) |
4 Gang Wang |
Instance recognition Object Recognition from
Local Scale-Invariant Features (1999) Distinctive image features from scale-invariant keypoints (2004) |
Lowe Lowe |
|
Feb 24 (Tues) |
5 Derek Hoiem |
Sliding window methods for
category recognition A Statistical
Method for 3D Object Detection (2000) Rapid Object Detection
using a Boosted Cascade of Simple Features (2001) |
Schneiderman -Kanade Viola-Jones |
|
Feb 26 (Thurs) |
6 Duan Tran |
Part-based Models Pictorial
Structures for Object Recognition (2005) A
Discriminatively Trained, Multiscale Deformable Part Model (2008) |
Felzenszwalb-Huttenlocher Felzenszwalb et al. |
|
Mar 3 (Tues) |
7 Jianchao Yang |
Biological Perspectives on
Recognition Biological
Object Recognition: Scholarpedia Face
recognition by humans: 20 results (2005) Object
recognition with features inspired by visual cortex (2005) |
Kreiman Serre et al. Sinha et al. |
|
Mar 5 (Thurs) |
8 Mani Golparvar-Fard |
Recognizing Stuff On
Seeing Stuff (2002) Semantic Texton
Forests (2008) |
Adelson Shotton et al. |
|
Mar 10 (Tues) |
9 |
No class: ICCV paper deadline |
|
|
Part III. Observing and
Performing Actions |
||||
Mar 12 (Thurs) |
Derek Hoiem |
Introduction to Actions |
|
|
Mar 17 (Tues) |
10 Derek Hoiem |
Robotic grasping |
Saxena et al. Quigley et al. |
|
Mar 19 (Thurs) |
|
Project Discussion:
Approach and Initial Results |
|
|
Mar 24 Mar 26 |
|
No Class -- Spring Break! |
|
|
Mar 31 (Tues) |
11 Mert Dikmen |
Flow-Based Action
Recognition The
Representation and Recognition of Action Using Temporal Templates (2001) |
Bobick-Davis Efros et al. |
|
Apr 2 (Thurs) |
12 Jianchao Yang |
Keypoint-Based Action
Recognition Behavior
Recognition via Sparse Spatio-Temporal Features (2005) |
Dollár et al. Laptev et al. |
|
Apr 7 (Tues) |
13 Duan Tran |
Recognizing Actions from
Still Images |
Mori et al. Thurau-Hlavac |
|
Apr 9 (Thurs) |
14 Ian Endres |
Social Interaction Recognizing
Facial Expressions in Image Sequences using Parameterized Models of Image
Motion (1997) Facial
expression recognition and tracking for intelligent human-robot interaction
(2008) |
Black-Yacoob Yang et al. |
|
Part IV. Integrative Scene
Analysis: Putting Things Together |
||||
Apr 14 (Tues) |
Derek Hoiem |
Introduction to Integrative
Scene Analysis Tools and Techniques:
Contextual Representations and Graphical Models Suggested reading: Graphical
Models in a Nutshell |
Koller et al. |
|
Apr 16 (Thurs) |
15 Eamon Caddigan |
Objects and Scenes Context-based
vision system for place and object recognition (2003) |
Torralba et al. |
|
Apr 21 (Tues) |
16 Sanketh Shetty |
Object Identity and
Boundaries Image
parsing: unifying detection segmentation and recognition (2003) (journal
version) |
Tu et al. |
|
Apr 23 (Thurs) |
17 Mert Dikmen |
Integration via Feature
Passing Auto-context
and its Application to High-level Tasks (2008) Multi-class
Segmentation with Relative Location Prior (2008) |
Tu Gould et al. |
|
Apr 28 (Tues) |
18 Mani Golparvar-Fard |
3Dish Models for Object
Recognition 3D
generic object categorization, localization and pose estimation (2007) |
Savarese and Fei-Fei |
|
Apr 30 (Thurs) |
19 Gang Wang |
Shared Representations Sharing Features
(2004) Incremental
learning of object detectors using a visual shape alphabet (2006) (journal
version) |
Torralba et al. Opelt et al. |
|
May 5 (Tues) |
|
Project Presentations
(extended class) |
|
|