ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems.
Patrick HansenAlexey VilkinYury KhrustalevJames ImberDavid HanwellMatthew MattinaPaul N. WhatmoughPublished in: CoRR (2019)
Keyphrases
- vision system
- deep learning
- scene understanding
- signal processing
- single image
- image features
- image classification
- input image
- image content
- low level
- computer vision
- image segmentation
- biological vision systems
- computer vision systems
- high resolution
- test images
- multiscale
- object recognition
- image processing
- denoising
- object detection
- unsupervised learning
- filter bank
- image retrieval
- visual attention
- bounding box
- training data