Completed
Outcome of a generic pedestrian detector
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Statistical and Spatial Consensus Collection for Detector Adaption
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Past and present research topics
- 3 Detector adaptation
- 4 Outcome of a generic pedestrian detector
- 5 Domain Adaptation
- 6 A common approach
- 7 The proposed approach
- 8 Target sample selection
- 9 A RANSAC-like approach
- 10 Analogy with RANSAC
- 11 Training details
- 12 Collecting spatial consensus
- 13 Spatially-dependent majority vote rule for the ensemble decision
- 14 Spatial consensus algorithm
- 15 Initial classifier vocabulary cadinality
- 16 Ensemble cardinality
- 17 Simple majority vote
- 18 Different Loss functions
- 19 RANSAC-like boosting
- 20 Conclusions
- 21 Results
