FeatureBasedTracking : Différence entre versions

De Transport
Ligne 3 : Ligne 3 :
 
* Objectives
 
* Objectives
 
# Feature-based tracking, using any "standard" feature tracker, eg KLT
 
# Feature-based tracking, using any "standard" feature tracker, eg KLT
# Compensating small camera vibration (could work for small re-calibrations): an idea is to use features on background objects
+
#* look at fast features and the opencv sample video_homography
 +
# Compensating small camera vibration (could work for small re-calibrations)
 +
#* an idea is to use features on background objects
 
# Generic features
 
# Generic features
 
# Semi-automated tracking
 
# Semi-automated tracking

Version du 9 juin 2011 à 19:03

The goal of this page is to record the objectives of the development of a vision-based road user tracking tool at Ecole Polytechnique and Carleton University.

  • Objectives
  1. Feature-based tracking, using any "standard" feature tracker, eg KLT
    • look at fast features and the opencv sample video_homography
  2. Compensating small camera vibration (could work for small re-calibrations)
    • an idea is to use features on background objects
  3. Generic features
  4. Semi-automated tracking
  5. Other vehicle/road user tracking methods, eg using background subtraction, tracking by detection (HoG detection)...