Skip to content

Booksellers & Trade Customers: Sign up for online bulk buying at trade.atlanticbooks.com for wholesale discounts

Booksellers: Create Account on our B2B Portal for wholesale discounts

Recent Advances in LOGO Detection Using Machine Learning Paradigms: Theory and Practice

by Yen-Wei Chen
Save 35% Save 35%
Current price ₹11,627.00
Original price ₹17,887.00
Original price ₹17,887.00
Original price ₹17,887.00
(-35%)
₹11,627.00
Current price ₹11,627.00

Imported Edition - Ships in 18-21 Days

Free Shipping in India on orders above Rs. 500

Request Bulk Quantity Quote
+91
Book cover type: Hardcover
  • ISBN13: 9783031598104
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 119
  • Original Price: EUR 159.99
  • Language: English
  • Edition: 2024
  • Item Weight: 381 grams
  • BISAC Subject(s): Data Science / General, Engineering (General), and Artificial Intelligence / General

This book presents the current trends in deep learning-based object detection framework with a focus on logo detection tasks. It introduces a variety of approaches, including attention mechanisms and domain adaptation for logo detection, and describes recent advancement in object detection frameworks using deep learning. We offer solutions to the major problems such as the lack of training data and the domain-shift issues.

This book provides numerous ways that deep learners can use for logo recognition, including:

  • Deep learning-based end-to-end trainable architecture for logo detection
  • Weakly supervised logo recognition approach using attention mechanisms
  • Anchor-free logo detection framework combining attention mechanisms to precisely locate logos in the real-world images
  • Unsupervised logo detection that takes into account domain-shift issues from synthetic to real-world images
  • Approach for logo detection modeling domain adaption task in the context of weakly supervised learning to overcome the lack of object-level annotation problem.

The merit of our logo recognition technique is demonstrated using experiments, performance evaluation, and feature distribution analysis utilizing different deep learning frameworks.

The book is directed to professors, researchers, practitioners in the field of engineering, computer science, and related fields as well as anyone interested in using deep learning techniques and applications in logo and various object detection tasks.

Trusted for over 49 years

Family Owned Company

Secure Payment

All Major Credit Cards/Debit Cards/UPI & More Accepted

New & Authentic Products

India's Largest Distributor

Need Support?

Whatsapp Us