Machine Learning for Underwater Hazy Image: Deep Learning Techniques - Softcover

Patel, Aditya; Singh, Nidhi; Soni, Ajay

 
9786203869477: Machine Learning for Underwater Hazy Image: Deep Learning Techniques
Softcover
ISBN 10: 6203869473 ISBN 13: 9786203869477
Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

Image performance in underwater robots is one of the most challenging problems for autonomous underwater robotics due to light transmission in water. Although image restoration techniques can effectively remove a haze from a damaged image, they require multiple images from the same location making it difficult to use in real time. Considering the positive effects of in-depth learning strategies on other image processing problems such as coloring or finding objects, a deeper learning solution is proposed. The convolutional neural network is trained in image retrieval techniques to capture one image better than other image enhancement techniques. The proposed method is capable of producing high quality image restoration images with a single image as input. The neural network is verified using images from various locations and signals to prove the power of normal action.

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Über die Autorin bzw. den Autor

Prof. Aditya Patel works as an Assistant Professor in CSE Dept. at LNCT Bhopal. Previously he worked as Web Designer & Developer in Ignatiuz S/W Pvt Lmtd, Indore. He has worked on more than 50 websites / softwares. He has 4 years teaching experience in Technical Colleges and Universities.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6203869473
ISBN 13 
9786203869477
Einband
Taschenbuch
Anzahl der Seiten
72
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Presses Academiques Francophones
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