Compression of Deep Neural Networks for Image Instance Retrieval.
Vijay ChandrasekharJie LinQianli LiaoOlivier MorèreAntoine VeillardLing-Yu DuanTomaso A. PoggioPublished in: DCC (2017)
Keyphrases
- neural network
- image retrieval
- image data
- test images
- image description
- image content
- input image
- similarity matching
- image representation
- image features
- image database
- information retrieval
- multiscale
- segmentation method
- object retrieval
- image analysis
- pattern recognition
- single image
- region of interest
- image matching
- feature points
- image classification
- segmentation algorithm
- high resolution
- spatial information
- image compression
- low level
- image collections
- data compression
- image similarity
- similarity measure
- lossy image compression
- image processing operations
- progressive transmission
- scanned documents
- artificial neural networks
- compression rate
- visual similarity
- retrieval process