Computer Vision

Semester:	Wintersemester 2014/15
Veranstalter:	Prof. Leibe
Bemerkungen:	Lecture Materials (slide sets and references) Videos werden auch im Lernraum erscheinen. Aufzeichnung und Schnitt: Christoph Rackwitz

Videos

- Image Formation
- Di, 14.10.2014, 14:15 Uhr
- Binary Image Analysis
- Do, 16.10.2014, 09:15 Uhr
- Thresholding, Morphology, Connected Components, Region Properties
- Filtering Operations
- Do, 23.10.2014, 09:15 Uhr
- Gradients & Edges
- Di, 28.10.2014, 14:15 Uhr
- Structure Extraction
- Do, 30.10.2014, 09:15 Uhr
- Segmentation
- Di, 11.11.2014, 14:15 Uhr
- Gestalt principles, k-Means clustering, feature spaces, Mixture of gaussians / EM algorithm
- Segmentation
- Do, 13.11.2014, 09:15 Uhr
- Mean-Shift, Segmentation as Energy Minimization
- Recognition with Global Representations
- Di, 18.11.2014, 14:15 Uhr
- Recognition with Global Representations II
- Di, 25.11.2014, 14:15 Uhr
- Sliding-Window based Object Detection
- Do, 27.11.2014, 09:15 Uhr
- Singular Vector Decomposition (SVD), SVM, HOG-Detector
- Sliding-Window based Object Detection II
- Di, 02.12.2014, 14:15 Uhr
- Boosting, AdaBoost, Viola-Jones Detector
- Local Features
- Do, 04.12.2014, 09:15 Uhr
- Local Features II
- Di, 09.12.2014, 14:15 Uhr
- Scale Invariance, Local Descriptors, SIFT
- Recognition with Local Features
- Di, 16.12.2014, 14:15 Uhr
- Indexing with Local Features, Inverted file index, Visual vocabularies
- Indexing & Dealing with Outliers
- Do, 18.12.2014, 09:15 Uhr
- RANSAC, Generalized Hough Transform, SIFT, Indexing with Local Features, Visual Vocabularies
- Object Categorization II (Part-based)
- Do, 08.01.2015, 09:15 Uhr
- Bag-of-Words Model, Implicit Shape Model, Deformable Part-based Model
- Epipolar Geometry & Stereo Basics
- Di, 13.01.2015, 14:15 Uhr
- Camera Calibration & 3D Reconstruction
- Do, 15.01.2015, 09:15 Uhr
- Uncalibrated Reconstruction
- Di, 20.01.2015, 14:15 Uhr
- Motion and Optical Flow
- Do, 22.01.2015, 09:15 Uhr
- Structure-from-Motion
- Do, 29.01.2015, 09:15 Uhr
- Repetition
- Di, 03.02.2015, 14:15 Uhr