ECE at Illinois

ECE 558 FFL - Special Topics in ECE

Readings in Computer Vision and Learning

Fall 2005

 

Instructor:

Prof. Fei-Fei Li

Contact info:

email: feifeili [at] uiuc [dot] edu

phone: 244-5510

TA:

N/A

Location:

Room 170 Everitt Lab (Building 131)

Time:

1:30-2:50pm, Mon & Wed

 

 

Syllabus:

htm version, pdf version

 

Announcements:

Please click here for all the final scores of the course presentations.
  Course project presentation review form is here
   

 

 

Download lecture notes:

lecture 1 (Aug 24, 2005)

(completed)

lecture 2 (Sept 07, 2005)

 

lecture 3 (Sept 12, 2005)

 

lecture 4 (Sept 14, 2005)

lecture 5 (Sept 19, 2005)

Global Statistics Method and Low-Level Vision (Sept 21, 2005)

lecture 6, Descriptors and Detector and descriptor comparison (Sept 28, 2005)

SIFT and single object recognition and 3D object recognition (Oct 03, 2005)

Segmentation and Categorization (et al. Ullman) and Segmentation and Categorization (et al. Schiele) (Oct 05, 2005)

et al. Torr 2001, 2005 and Frey et al. 2003 and Kannan et al. 2005 and Winn et al. 2005 (Oct 10, 2005)

Conditional random field (Oct 12, 2005)

Texton and Histogram methods I (Leung et al. 2001; Csurka et al. 2004) and Textons and histogram methods II (Oct 17, 2005)

lecture 7, the Constellation models (Oct 26, 2005)
Neural Network, LeNet and SVM (Oct 31, 2005)
AdaBoost and object recognition (Nov 2, 2005)
Generative text model and pictures and words model (Nov 9, 2005)
Boosting for generic objects and joint boosting (Nov 14, 2005)
hierarchical model of parts and natural scene categorization (Nov 16, 2005)
Image Parsing (Nov 28, 2005)
Epitome and Fisher Kernel method on constellation model (Nov 30, 2005)
 
course project presentation schedule
Mon #1 (1:30-2:00pm)
Mithun
Mon #2 (2:00-2:30pm)
Akash & Mandar
Mon #3 (2:30-3:00pm)
Himanshu & Nicolas
Mon #4 (3:00-3:30pm)
Allan & Wei
Wed #1 (1:30-2:00pm)
Tony
Wed #2 (2:00-2:30pm)
Hongcheng & Juan Carlos
Wed #3 (2:30-3:00pm)
Jilin & Alex
Wed #4 (3:00-3:30pm)
Hao
 

 

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