A) Feature Detection and
Characterization
Jan
14-26, 2010 Chapters FEV book (Bart
M. ter Haar Romeny,
Front End Vision and Multi-Scale Image
Analysis)
00a_Titlepage (PDF Format)
00b_Introduction
(PDF Format)
01_Apertures
(PDF Format)
02_Foundations_of_scalespace
(PDF Format)
03_The_Gaussian_kernel
(PDF Format)
04_Gaussian_Derivatives
(PDF Format)
05_Multscale
Derivatives (PDF Format)
06_Differential_Invariant_Structure
(PDF Format)
Slides by Guido Gerig
Introduction (PDF Format)
FEV_Chapters_1_2 (PDF Format)
FEV_Chapter_3_4 (PDF Format)
Jan
27, 2010: Edge Detection,
Canny (Alton Alexander)
Notes (handwritten, Gerig) (PDF
Format)
Project
1 “Blob Detection by Scale Selection” out
Feb
02, 2010: Scale Space – Fingerprint: Andrew
Witkin: (Neda Sadhegi)
Papers
see link to Materials
Feb
04, 2010: Multi-Scale Ridge Detection: Subirana-Vilanova & Sung (Manasi Datar)
Papers
see link to Materials
Discussion
FEV 06_Differential_Invariant_Structure
Feb
09: 2010: Anisotropic Diffusion: Perona and Malik: (James Fishbaugh)
Papers
see link to Materials
Feb
11, 2010: Speckle Reducing Anisotropic Diffusion,
Yu and Acton (Bo Wang)
Papers
see link to Materials
Project 1 in
Project 2 “Anisotropic
Diffusion” out
B) Shape Analysis
Feb
16, 2010: Introduction Shape Analysis: Slides, DrydenMardia
Feb
18, 2010: Moment Invariants: Slides-Gerig, Paper-Hu-1962, Teh-Chin-IEEE-TPAMI-1988
Feb
23, 2010: Moment Invariants, ctd.: Complex-Moments-Mostafa-Psaltis-PAMI-1985
Fourier Descriptors of Shape Contours,
(Xiang Hao): Paper-Kuhl-Giardina-1982, Paper-Staib-Duncan-1992
Feb
25, 2010: Fourier Descriptors ctd.: Complex-Harmonics, Slides-Gerig, Handwritten-Notes-Gerig
COOL DEMO’s Elliptic Harmonics: CorpusCallosum, DuckShape
Project 2 “Anisotropic
Diffusion” in
Project 3 “Fourier
Harmonics” out
March
02, 2010: Active Shape Models ASM (Bradley Grimm): ASM-Cootes-Taylor,
SlidesASM
(slides include movies)
March 04, 2010: Active Appearance Models AAM (Yanfei Mao): Slides_Y_Mao, AAM-Cootes-Edwards-Taylor, Slides-AAM1, Slides AAM2 (slides include movies)
March
09, 2010: Medial Axis Transform MAT (Pruning of Voronoi-Diagram)
(Avantika Vardhan):
Slides_A_Vardhan,
MAT_Paper_Blum,
Gerig_Notes,
Voronoi_Skeleton_Ogniewicz
March
11, 2010: Medial Axis Transform Methodology: Hamilton-Jacobi Skeleton and Shock
Graphs (Peihong Zhu): Slides_P_Zhu,
Siddiqi_Hamilton, Siddiqi_Shock_Grammar
Project 3 “Fourier Harmonics”
in
Project 4 “ASM” out
March
16, 2010: 3D Shape Analysis: Spherical Harmonics (Xiaoyue Huang): Slides_X_Huang,
Kelemen1998-summary, IEEE_TMI1999, Brechbuehler1995-closed-surfaces,
Brechbuehler1995-SPHARM
March
18, 2010: Continuous 2d and 3D medial shape models (Wei Liu): Slides_Wei_Liu,
Yushkevich_cmrep_2002
March
23, 2010:Spring Break
March
25, 2010: Spring Break
C) Object Segmentation
March
30, 2010: Generalized Hough Transform
(Brian Matthews): Slides_Brian_Matthews,
Paper_GHT
April 01, 2010: Snakes: Deformable Models (Anuja Sharma):Slides_ASharma
, Paper_Snakes_Kass, Lecture_Notes_B_Morse, Lecture_Notes_JHU Project 4 “ASM” in
Project 5 “Snakes” out
April
06, 2010: Snakes: Active Shape Models
(Seyed Mojtaba Seyedhosseini Tarzjani): Slides_MS,
Paper_Cootes_IVC95
April
08, 2010: Level-set evolution, geodesic snakes (Jonathan Bronson):
Slides_JBronson, Slides_GGerig, Notes_GGerig,
Paper_Caselles,
Paper_Malladi
Additional Material LevelSet Segmentation
April
13, 2010:
Normalized Graph Cuts
NGC (Gopalkrishna Veni):
Slides_GV, Paper_Shi_Malik1997,
Paper_Shi_Malik_IEEE-PAMI-2000
Normalized
Graph Cuts: Excellent Introduction
from Forsyth and Ponce Book: PDF_Copy
Tensor
Voting (Zhe Leng):
Slides_ZL, Paper_Medioni, Paper_Franken_2006
Tensor voting web-site (Gerard Medioni): http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/MORDOHAI/tensorvoting.html
D)
Image Registration
April 15, 2010: Registration I (Shashidhar PUCHAKAYALA):
Slides_SP,
Book_Chapter_LinReg, Paper_Mutual_Inf_Reg,
Notes_MI_GG
Project 5 “Snakes”
in
Project 6 “Graph Cuts” out
April
20, 2010: Registration II: Deformable Registration (Hongchang Peng):
Slides_HP
April
22, 2010: Currents: Correspondence-free Mapping (Guest Lecture Stanley Durrleman,
PhD):
Durrleman-PhDthesis-Appendices-Bibliography
April
27, 2010: Unbiased Atlas Building: Slides_Gerig,
Paper_Joshi
April 29
(Thursday): Project 6 in