ISP4ML: The Role of Image Signal Processing in Efficient Deep Learning Vision Systems.
Patrick HansenAlexey VilkinYury KrustalevJames ImberDumidu TalagalaDavid HanwellMatthew MattinaPaul N. WhatmoughPublished in: ICPR (2020)
Keyphrases
- vision system
- deep learning
- scene understanding
- signal processing
- input image
- single image
- image features
- image content
- computer vision
- computer vision systems
- image classification
- image retrieval
- low level
- unsupervised learning
- test images
- high resolution
- maximum likelihood
- pattern recognition
- image segmentation
- machine learning
- biological vision systems
- markov random field
- segmentation algorithm
- multiscale