JCS-Net: Joint Classification and Super-Resolution Network for Small-Scale Pedestrian Detection in Surveillance Images.
Yanwei PangJiale CaoJian WangJungong HanPublished in: IEEE Trans. Inf. Forensics Secur. (2019)
Keyphrases
- multiresolution
- higher resolution
- small scale
- pedestrian detection
- super resolution
- low resolution images
- high resolution images
- object classification
- human body
- resolution enhancement
- low resolution
- benchmark datasets
- high resolution
- image resolution
- image classification
- super resolved
- object detection
- detection rate
- feature space
- histogram intersection kernel
- machine learning
- three dimensional
- image features
- data sets
- super resolution algorithm
- super resolution reconstruction
- image super resolution
- pairwise
- feature selection
- feature extraction
- high quality
- training set
- image registration
- surveillance videos
- image retrieval
- object recognition
- support vector machine
- test images
- d objects
- pose estimation
- motion estimation
- face detection
- multi class
- feature points