Hybrid Approach for Detection of Objects from Images Using Fisher Vector and PSO Based CNN.
RatnaKumari ChallaKanusu Srinivasa RaoPublished in: Ingénierie des Systèmes d Inf. (2021)
Keyphrases
- detection rate
- detecting objects
- image database
- bounding box
- complex background
- image data
- partial occlusion
- individual objects
- cluttered scenes
- image pixels
- man made
- three dimensional
- multiple objects
- complex scenes
- image analysis
- cluttered images
- real objects
- image regions
- three dimensional objects
- objects represented
- image retrieval
- feature points
- image classification
- segmentation method
- object recognition
- cluttered background
- input image
- target object
- image features
- object segmentation
- real world scenes
- cellular neural networks
- object detectors
- detection algorithm
- road signs
- background clutter
- test images
- viewing angle
- real world objects
- spatial relationships
- particle swarm optimization
- false positives
- geometric constraints
- aerial images
- multiple images
- image collections
- visual appearance
- outdoor scenes
- intensity variations
- mean shift
- image matching
- object classes
- object categories
- image sequences