This reference text presents the knowledge base of computer vision
and soft computing techniques with their applications for
sustainable developments. Features: Covers a variety of deep
learning architectures useful for computer vision tasks.
Demonstrates the use of different soft computing techniques and
their applications for different computer vision tasks. Highlights
the unified strengths of hybrid techniques based on deep learning
and soft computing taken together that gives the interpretable,
adaptive, and optimized solution to a given problem. Addresses the
different issues and further research opportunities in computer
vision and soft computing. Describes all the concepts with
practical examples and case studies with appropriate performance
measures that validate the applicability of the respective
technique to a certain application domain. Consider the recent real
word problems and the prospective solutions to these problems. This
book will be useful to researchers, students, faculty, and industry
persons who are eager to explore the power of deep learning and
soft computing for different computer vision tasks.
General
Imprint: |
Taylor & Francis
|
Country of origin: |
United Kingdom |
Release date: |
September 2023 |
Editors: |
Swati V. Shinde
• Darshan V Medhane
• Oscar Castillo
|
Dimensions: |
254 x 178mm (L x W) |
Pages: |
288 |
ISBN-13: |
978-1-03-241723-3 |
Categories: |
Books
|
LSN: |
1-03-241723-4 |
Barcode: |
9781032417233 |
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