Person Re-identification With Limited Supervision (Synthesis Lectures on Computer Vision)
Author: Rameswar Panda and Amit K. Roy-chowdhury
Publisher finelybook 出版社: Morgan & Claypool (September 30,2021)
Language 语言: English
Print Length 页数: 98 pages
ISBN-10: 163639227X
ISBN-13: 9781636392271
Book Description
Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-based methods have resulted in improved performance on standard re-identification benchmarks,but at the cost of time-consuming and tediously labeled data. Motivated Author: this,learning person re-identification models with limited to no supervision has drawn a great deal of attention in recent years.
In this book,we provide an overview of some of the literature in person re-identification,and then move on to focus on some specific problems in the context of person re-identification with limited supervision in multi-camera environments. We expect this to lead to interesting problems for researchers to consider in the future,beyond the conventional fully supervised setup that has been the framework for a lot of work in person re-identification
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