Pedestrian Counting for a Large Scene Using a GigaPan Panorama and Exemplar-SVMs.
Shaoming ZhangSheng YuQingyu MaPengchao ShangPopo GuiJianmei WangTiantian FengPublished in: CIS (2013)
Keyphrases
- multiple images
- support vector
- crowded scenes
- d scene
- single image
- training set
- scene understanding
- object detection
- multi class
- kernel function
- three dimensional
- scene analysis
- pedestrian detection
- video sequences
- complex scenes
- svm classifier
- panoramic images
- feature selection
- outdoor scenes
- structure from motion
- vision system
- moving objects
- structured learning
- real scenes
- machine learning
- sparse kernel
- maximum margin
- reduced set
- hyperplane
- image regions
- support vector machine svm
- support vector machine
- knn
- image sequences
- learning algorithm