Representation and recognition of image targets "Reading Notes

He roughly read Dr. Cao Jian's monograph "representation and recognition of images" and extracted points of interest from the first chapter:

1. Position of Image Recognition in Information Science
Role of Information organ-Example of research direction of corresponding technical disciplines

Sensory organ Information Acquisition Sensing Technology Information Processing image processing and Signal Analysis

Information encoding, information security

Intelligent technology for processing thinking organ information computing intelligent AI and Pattern Recognition

Automatic Control of effective organ Information Application Control Technology: centralized control, decentralized control, and on-site control

2. Image Target Recognition Database

1) Caltech Image Library: http://www.vision.caltech.edu/Image_Datasets/Caltech101/ and http://www.vision.caltech.edu/Image_Datasets/Caltech256/

2) labelme Image Library: http://labelme.csail.mit.edu/Release3.0/browserTools/php/dataset.php

3) Pascal Image Library: http://pascallin.ecs.soton.ac.uk/challenges/VOC/

3. Difficulties in Image Recognition

1) segmentation of interest objects in Images

2) Representation differences caused by different viewpoints

3) Learning of unlabeled Images