Completed
Using Multiple Nearest Neighbors
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Visual Geo-Localization and Location-Aware Image Understanding
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Ground Level Imagery
- 3 Geo-localization Using Image Matching
- 4 Approaches to Visual Geo-localization
- 5 Dissertation
- 6 Outline
- 7 Chapter 3
- 8 Geospatial Pruning
- 9 Quantitative Localization Results
- 10 Ambiguity of local features
- 11 Using Multiple Nearest Neighbors
- 12 Forming Input Graph to GMCP
- 13 K-partite Complete Input Graph
- 14 Generalized Minimum Clique
- 15 Multiple group of matching images
- 16 Robustifying the distance function
- 17 Local Search
- 18 Geo-localization Results
- 19 Robustification Function
- 20 Chapter 5
- 21 Segment Geo-Localization
- 22 MST-based Trajectory Reconstruction
- 23 MST Based reconstruction results
- 24 Quantitative Results
- 25 Error in GPS tags
- 26 Triplet Location Estimation
- 27 Random Walks on GPS estimations
- 28 Experiments
- 29 Adaptive Damping Factor Evaluation
- 30 Chapter 7
- 31 Visual Business Recognition
- 32 Multi-Hypotheses Character Recognition
- 33 Fusing Text Processing and Image Matching
- 34 Summary
- 35 Directions for Future Work
