Artificial Neural Networks for Image Analysis : A Deep Learning Perspective

Author Name: K. Shireesha, Kodumuri Bhavya, G. Nirmala Jyocee, A. Lalitha, and M.Suneetha
Editor Name:
Regular price Rs. 360
Sale price Rs. 360 Regular price Rs. 660
Unit price
  • Estimated Delivery:Jun 18 - Jun 22

Artificial Neural Networks for Image Analysis : A Deep Learning Perspective

Artificial Neural Networks for Image Analysis : A Deep Learning Perspective

COD (Cash on Delivery) is Available
Free shipping for all orders
Product Description
About Authors

Artificial Neural Networks for Image Analysis: A Deep Learning Perspective** presents a clear, practice-oriented guide to applying modern neural networks for visual understanding. The book introduces core concepts—perceptrons, backpropagation, activation functions, optimization, and regularization then advances to convolutional neural networks, transfer learning, and attention-based models used in today’s image pipelines. Readers learn how to design datasets, perform preprocessing and augmentation, select loss functions and metrics, and handle class imbalance and overfitting. Comprehensive chapters cover image classification, object detection, semantic segmentation, and feature extraction, with real-world case studies from medical imaging, remote sensing, security, and industrial inspection. Each unit includes intuitive explanations, workflow diagrams, and hands-on exercises to strengthen implementation skills. Emphasizing both theory and deployment readiness, the book also discusses interpretability, uncertainty, and ethical considerations, making it ideal for students, researchers, and professionals seeking a deep learning–driven perspective on image analysis.

About Book

Icon Hover Icon
185 Pages
Print Length
Icon Hover Icon
English
Language
Icon Hover Icon
Enabled
Page Flip
Icon Hover Icon
January 7, 2026
Publication Date
Icon Hover Icon
3 MB
File size
Icon Hover Icon
3.1512.36, 0.79 Inches and 5.5 * 8.0 Inches
Dimensions
Icon Hover Icon
It Ends with us
Book 1 of 2
Icon Hover Icon
978-81-984440-8-0
ISBN-13
Icon Hover Icon
Academic
Genre
Icon Hover Icon
AI Voice
Narrator
Icon Hover Icon
5.5 * 8.0 Inches
Length
Icon Hover Icon
ISMN
Icon Hover Icon
2026-01-07
Release
Icon Hover Icon
Jack Sparrow Publishers
Publisher
Icon Hover Icon
120 MB
Size
Icon Hover Icon
BISAC Codes and Values - COM012050
ISTC
Icon Hover Icon
https://doi.org/10.63328/books/978-81-984440-8-0
DOI
Icon Hover Icon
Under Process
Indexing

Recently Viewed Products