Pruning Convolutional Neural Networks for Image Instance Retrieval.
Gaurav ManekJie LinVijay ChandrasekharLingyu DuanSateesh GiduthuriXiaoli LiTomaso A. PoggioPublished in: CoRR (2017)
Keyphrases
- image retrieval
- image data
- image content
- image description
- convolutional neural networks
- input image
- image database
- similarity matching
- multiscale
- object retrieval
- image features
- single image
- convolutional network
- template matching
- image pixels
- image collections
- region of interest
- image representation
- image segmentation
- image analysis
- image classification
- image regions
- information retrieval
- retrieval process
- low level
- test images
- energy function
- image matching
- spatial information
- segmentation method
- query expansion
- image set
- edge detection
- visual concepts
- multiresolution
- search space
- similarity measure