Three Dimensional Shape Recovery From Image Focus: Introducing Latest 3-D shape recovery from Image focus algorithms based on Image Processing and Machine Learning. - Softcover

Mahmood, Fahad; Mehmood, Fahad; Iqbal, Javaid

 
9786139816804: Three Dimensional Shape Recovery From Image Focus: Introducing Latest 3-D shape recovery from Image focus algorithms based on Image Processing and Machine Learning.
Softcover
ISBN 10: 6139816807 ISBN 13: 9786139816804
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

Recovering an accurate and precise 3-D shape of the unknown microscopic object using the shape from focus architecture is an involved problem in computer vision community. A microscopic object is placed on a translational stage which is capable of moving up and down in optical axis of the camera. A stack of images is gathered by capturing each image at the discrete steps. During image acquisition step, the stage is translating with respect to the camera while the RGB camera sensor is stationary at a predefined known height. After image acquisition step, a focus measure algorithm is applied to the gathered stack of images to convert the corresponding RGB color information into focus quantity at each pixel. The initial depth map is acquired by maximizing the focus measure curve along the optical axis of the camera. An approximation approach or a regression algorithm is mainly employed after the focus measure algorithm. Recovering 3-D shape using the shape from focus architecture has numerous industrial and medical applications and is currently practiced in most of the developed countries.

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Über die Autorin bzw. den Autor

Fahad Mahmood recibió la licenciatura en ciencias de la tecnología de la NUST en 2012 y la maestría en 2017. Ha trabajado en SIPL Lab GIST-Corea desde 2015. Actualmente, trabaja como investigador asociado en SDSB-LUMS. Sus intereses de investigación incluyen el procesamiento de imágenes, la recuperación de formas en 3D y el aprendizaje automático. Sus aficiones son leer novelas, ver películas y jugar al cricket.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6139816807
ISBN 13 
9786139816804
Einband
Taschenbuch
Anzahl der Seiten
84
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Deutschland

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Vorgestellte Ausgabe

ISBN 10:  3659210153 ISBN 13:  9783659210150
Verlag: LAP LAMBERT Academic Publishing, 2012
Softcover