Compression of Deep Neural Networks for Image Instance Retrieval.
Vijay ChandrasekharJie LinQianli LiaoOlivier MorèreAntoine VeillardLing-Yu DuanTomaso A. PoggioPublished in: CoRR (2017)
Keyphrases
- neural network
- image retrieval
- image data
- image features
- input image
- similarity matching
- single image
- image description
- perceptual quality
- test images
- segmentation method
- image classification
- progressive transmission
- object retrieval
- retrieval process
- image content
- multiscale
- pattern recognition
- image representation
- feature points
- image segmentation
- information retrieval systems
- image regions
- high resolution
- image analysis
- image search
- scanned documents
- similarity measure
- jpeg images
- object recognition
- lossy compression
- data compression
- visual quality
- image database
- image matching
- segmentation algorithm