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Soft computing for image and multimedia data processing

ผู้แต่ง: Siddhartha Bhattacharyya; Ujjwal Maulik
สำนักพิมพ์: Heidelberg : Springer, 2013.
ครั้งที่พิมพ์/รูปแบบ:   หนังสืออีเล็กทรอนิกส์ : เอกสาร : ภาษาอังกฤษดูครั้งที่พิมพ์และรูปแบบ
ฐานข้อมูล:WorldCat
สรุป:
Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book is dedicated to object extraction, image segmentation, and edge detection using soft computing techniques with  อ่านมากขึ้น…
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ขนิดวัสดุ: เอกสาร, ทรัพยากรอินแทอร์เน็ต
ประเภทเอกสาร แหล่งข้อมูลอินเทอร์เน็ต, ไฟล์คอมพิวเตอร์
ผู้แต่งทั้งหมด : ผู้แต่งร่วม Siddhartha Bhattacharyya; Ujjwal Maulik
ISBN: 9783642402555 3642402550
OCLC Number: 861787533
คำอธิบาย: 1 online resource (xv, 267 pages) : illustrations (some color)
สารบัญ: Transformation Invariant Image Recognition Using Multilayer Perceptron --
Energy-Efficient Intelligent Lighting Control Using a Multilayer Perceptron --
Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field --
Binary Object Extraction by Bidirectional Self-Organizing Neural Network Architecture --
Multilevel Object Extraction by BDSONN Architecture --
Color Object Extraction by Parallel BDSONN Architecture --
Gray Scale Image Edge Detection Using Rough Sets.
ความรับผิดชอบ: Siddhartha Bhattacharyya, Ujjwal Maulik.

บทคัดย่อ:

This full-spectrum graduate textbook starts with a tutorial on brain learning and the key soft computing techniques. It focuses on object extraction, image segmentation and edge detection, with  อ่านมากขึ้น…

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