DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right.
Jie LinOlivier MorèreAntoine VeillardLing-Yu DuanHanlin GohVijay ChandrasekharPublished in: ICMR (2017)
Keyphrases
- fine tuning
- image retrieval
- input image
- image content
- image data
- image features
- image description
- similarity matching
- image analysis
- blind deconvolution
- image classification
- multiscale
- image collections
- prior information
- single image
- image database
- information retrieval systems
- feature points
- viable alternative
- depth estimation
- information retrieval
- low level
- depth map
- energy function
- segmentation method
- regularization parameter
- test images
- contrast enhancement
- object retrieval
- depth cues
- fine tuned
- depth information
- stereo vision
- retrieval systems
- image regions
- segmentation algorithm
- image representation
- visual features
- edge detection
- relevance feedback
- high resolution
- similarity measure
- image segmentation