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Computational Photography: Methods and Applications [Kõva köide]

4.25/5 (8 hinnangut Goodreads-ist)
Edited by (Foveon, Inc. / Sigma Corp., San Jose, California, USA)
  • Formaat: Hardback, 564 pages, kõrgus x laius: 254x178 mm, kaal: 1202 g, 73 Tables, color; 48 Tables, black and white; 296 Illustrations, black and white
  • Sari: Digital Imaging and Computer Vision
  • Ilmumisaeg: 21-Oct-2010
  • Kirjastus: CRC Press Inc
  • ISBN-10: 1439817499
  • ISBN-13: 9781439817490
Teised raamatud teemal:
Computational Photography: Methods and ApplicationsSuurem pilt
  • Formaat: Hardback, 564 pages, kõrgus x laius: 254x178 mm, kaal: 1202 g, 73 Tables, color; 48 Tables, black and white; 296 Illustrations, black and white
  • Sari: Digital Imaging and Computer Vision
  • Ilmumisaeg: 21-Oct-2010
  • Kirjastus: CRC Press Inc
  • ISBN-10: 1439817499
  • ISBN-13: 9781439817490
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9781439817490.html
Märksõnad:
Computational photography refers broadly to imaging techniques that enhance or extend the capabilities of digital photography. This new and rapidly developing research field has evolved from computer vision, image processing, computer graphics and applied opticsand numerous commercial products capitalizing on its principles have already appeared in diverse market applications, due to the gradual migration of computational algorithms from computers to imaging devices and software.

Computational Photography: Methods and Applications provides a strong, fundamental understanding of theory and methods, and a foundation upon which to build solutions for many of today's most interesting and challenging computational imaging problems. Elucidating cutting-edge advances and applications in digital imaging, camera image processing, and computational photography, with a focus on related research challenges, this book:











Describes single capture image fusion technology for consumer digital cameras





Discusses the steps in a camera image processing pipeline, such as visual data compression, color correction and enhancement, denoising, demosaicking, super-resolution reconstruction, deblurring, and high dynamic range imaging





Covers shadow detection for surveillance applications, camera-driven document rectification, bilateral filtering and its applications, and painterly rendering of digital images





Presents machine-learning methods for automatic image colorization and digital face beautification





Explores light field acquisition and processing, space-time light field rendering, and dynamic view synthesis with an array of cameras

Because of the urgent challenges associated with emerging digital camera applications, image processing methods for computational photography are of paramount importance to research and development in the imaging community. Presenting the work of leading experts, and edited by a renowned authority in digital color imaging and camera image processing, this book considers the rapid developments in this area and addresses very particular research and application problems. It is ideal as a stand-alone professional reference for design and implementation of digital image and video processing tasks, and it can also be used to support graduate courses in computer vision, digital imaging, visual data processing, and computer graphics, among others.

Arvustused

... presents state-of-the-art and recent research trends in image processing technology and computational photography, and the fundamentals of the associated theory and methods, and outlines the foundations on which solutions for many interesting and challenging computational imaging problems rest. recommended for researchers involved in computational image processing techniques or for graduate-level students in optics or computational photography. IEEE ELECTRICAL INSULATION, SEPT/OCT 2011, VOL 27, # 5

Preface vii
1 Introduction
1(7)
Managing behaviour
3(1)
Sophisticated mammals
3(1)
Behaving nicely
4(2)
Where next?
6(2)
2 A journey through the brain and the senses
8(30)
Part 1 The brain
8(16)
Part 2 Experiencing the world and getting to know the self
24(3)
The importance of touch
27(2)
Vision
29(2)
Hearing and communication
31(2)
Smell and taste
33(1)
The essential nature of movement
34(3)
Summary
37(1)
3 Interactions, relationships and emotional responses
38(18)
In the beginning
39(1)
The song of the mother (and father too)
40(2)
Lack of communication
42(2)
Food for thought
44(1)
The voice of the baby---the separation call
45(1)
The importance of faces
46(3)
Food for thought
49(1)
Imitating me, imitating you
50(3)
The story continues
53(1)
Attachment security---a defence against danger
54(2)
4 Time-related emergence of skills and abilities, growth and change
56(22)
Tick tock---the relentless ticking of the developmental clock
57(1)
A glance back
58(1)
A widening world---towards the child's first birthday
59(8)
Entering the second year and towards preschool
67(3)
Joy, tears, temper tantrums and `little Neros'
70(1)
Temper tantrums---those storms
71(1)
Little Neros
71(3)
Moving out of the storm
74(1)
Flights of fancy
74(2)
I'm so afraid---the emergence of fears and phobias, and aggression
76(1)
Summary
77(1)
5 The adult: awareness, sensitivity, interpretation and responses
78(20)
Do what I do
81(1)
Attachment needs
82(2)
Separations and settling
84(1)
Loss and grief
85(2)
Something strange where danger lurks
87(2)
Interpreting behaviour
89(2)
Looking through the gender lens---expectations and interpretations
91(3)
The environment
94(3)
Summary
97(1)
6 Behaviour as the self's mirror
98(9)
What is a child? A wider view
99(6)
Back to the child and behaviour
105(1)
What kind of society do we want?
106(1)
Notes 107(4)
Bibliography 111(8)
Index 119
Dr. Rastislav Lukac is an accomplished digital imaging scientist with more than 10 years of advanced experience in conducting scholarly and applied research. In his professional career, he has held appointments at various leading organizations and research institutions, including the University of Toronto, Canada; the University of Amsterdam, Netherlands; the Aristotle University of Thessaloniki, Greece, and Epson Canada Ltd., Toronto. Since August 2009, he has been a senior digital imaging scientist image processing manager at Foveon, Inc./Sigma Corp., San Jose, California, USA. He has authored and contributed to numerous books and textbooks, and he has published more than 200 scholarly research papers in the areas of digital camera image processing, color image and video processing, multimedia security, and microarray image processing. He is also author of more than 25 patent-pending inventions in the areas of digital color imaging and pattern recognition, and he has been cited more than 650 times in peer-review journals covered by the Science Citation Index (SCI). Among his many accolades, he was the recipient of the 2003 North Atlantic Treaty Organization / National Sciences and Engineering Research Council of Canada (NATO/NSERC) Science Award, and he received the Most Cited Paper Award for the Journal of Visual Communication and Image Representation for the years 20052007. He also authored the number one article in the ScienceDirect Top 25 Hottest Articles in Signal Processing for AprilJune 2008.