Digital image processing

The 4th Edition, which celebrates the book’s 40th anniversary, is based on an extensive survey of faculty, students, and independent readers in 150 institutions from 30 countries. Their feedback led to expanded or new coverage of topics such as deep learning and deep neural networks, including convo...

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מידע ביבליוגרפי
מחבר ראשי: Gonzalez, Rafael C.
מחברים אחרים: Rafael C. Gonzalez; Richard E. Woods
שפה:Undetermined
English
יצא לאור: New York Pearson 2018
נושאים:
תגים: הוספת תג
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Trà Vinh
תיאור
סיכום:The 4th Edition, which celebrates the book’s 40th anniversary, is based on an extensive survey of faculty, students, and independent readers in 150 institutions from 30 countries. Their feedback led to expanded or new coverage of topics such as deep learning and deep neural networks, including convolutional neural nets, the scale-invariant feature transform (SIFT), maximally-stable extremal regions (MSERs), graph cuts, k-means clustering and superpixels, active contours (snakes and level sets), and exact histogram matching. Major improvements were made in reorganizing the material on image transforms into a more cohesive presentation, and in the discussion of spatial kernels and spatial filtering. Major revisions and additions were made to examples and homework exercises throughout the book. For the first time, we added MATLAB projects at the end of every chapter, and compiled support packages for you and your teacher containing, solutions, image databases, and sample code
תיאור פיזי:xii, 1168 p.
ill.
24 cm
ביבליוגרפיה:Includes bibliographical references and index
ISBN:0133356728
9780133356724