A heuristic SVM based pedestrian detection approach employing shape and texture descriptors.
Kaushal KumarRitesh Kumar MishraPublished in: Multim. Tools Appl. (2020)
Keyphrases
- pedestrian detection
- texture descriptors
- human body
- texture information
- object detection
- local binary pattern
- benchmark datasets
- texture analysis
- detection rate
- gabor filters
- texture classification
- support vector machine
- shape matching
- probability density function
- texture features
- shape features
- rotation invariant
- scale invariant
- object recognition
- machine learning
- input image
- relevance feedback
- multi class
- computational cost
- multiresolution
- texture images
- cbir systems
- image sequences