Get Free Shipping on orders over $79
Binary Representation Learning on Visual Images : Learning to Hash for Similarity  Search - Zheng Zhang

Binary Representation Learning on Visual Images

Learning to Hash for Similarity Search

By: Zheng Zhang

Hardcover | 9 June 2024 | Edition Number 2024

At a Glance

Hardcover


$424.75

or 4 interest-free payments of $106.19 with

 or 

Ships in 10 to 15 business days

This book introduces pioneering developments in binary representation learning on visual images, a state-of-the-art data transformation methodology within the fields of machine learning and multimedia. Binary representation learning, often known as learning to hash or hashing, excels in converting high-dimensional data into compact binary codes meanwhile preserving the semantic attributes and maintaining the similarity measurements.



The book provides a comprehensive introduction to the latest research in hashing-based visual image retrieval, with a focus on binary representations. These representations are crucial in enabling fast and reliable feature extraction and similarity assessments on large-scale data. This book offers an insightful analysis of various research methodologies in binary representation learning for visual images, ranging from basis shallow hashing, advanced high-order similarity-preserving hashing, deep hashing, as well as adversarial and robust deep hashing techniques. These approaches can empower readers to proficiently grasp the fundamental principles of the traditional and state-of-the-art methods in binary representations, modeling, and learning. The theories and methodologies of binary representation learning expounded in this book will be beneficial to readers from diverse domains such as machine learning, multimedia, social network analysis, web search, information retrieval, data mining, and others.


More in Databases

Python All-in-One For Dummies : 3rd Edition - John C. Shovic

RRP $74.95

$55.75

26%
OFF
Database Systems : A Practical Approach - Mitchell Penn
Tools and Applications of Data Mining - Richard Vincent
Big Data Analytics : A Practical Guide - Candy Walken
The Data Science and Psychology - Alisha Attella
Microsoft 365 Access For Dummies : Access for Dummies - Laurie A. Ulrich
Microsoft Excel 365 Bible : Bible - Michael Alexander

RRP $90.95

$65.75

28%
OFF
Mindf*ck : Inside Cambridge Analytica's Plot to Break the World - Profile Books
Social Research Methods : 4th Edition - Maggie Walter

RRP $101.95

$87.75

14%
OFF
Microsoft Power BI For Dummies : For Dummies (Computer/Tech) - Jack A. Hyman