AK Computer Vision VO 2011/2012

Lecture

This lecture focues on summarizing the history and current state-of-the-art in the field of object recognition. The lecture takes place every Tuesday, 8:30 at our seminar room.

Lecture Slides

• Slides of Lecture Nr.1 (PPT) - (PDF): Introduction + Subspace Methods
• Slides to Lecture Nr.2 (PPT) - (PDF): Interest Points and Descriptors
• Slides to Lecture Nr.3 (PPT) - (PDF): Instance Recognition
• Slides to Lecture Nr.4 (PPT) - (PDF) + Notes: Part Based Detection
• Slides to Lecture Nr.5 (PPT) - (PDF): Sliding Window Detection + Learning (Boosting & RF)
• Slides to Lecture Nr.6 (PPT) - (PDF): Continuous Learning
• Slides to Lecture Nr.7 (PPT) - (PDF) + Notes: Scene Understanding
• Slides to Lecture Nr.8 (PPT) - (PDF) + Notes: Context and 3D from a single image

All slides

• All Slides zipped as (PPT) - (PDF)