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Prototyping a 3D Reconstruction of Fly Photoreceptors : = From Traditional Computer Vision Techniques to 3D Visualization.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Prototyping a 3D Reconstruction of Fly Photoreceptors :/
Reminder of title:	From Traditional Computer Vision Techniques to 3D Visualization.
Author:	Jain, Kunal.
Description:	1 online resource (59 pages)
Notes:	Source: Masters Abstracts International, Volume: 84-12.
Contained By:	Masters Abstracts International84-12.
Subject:	Computer science. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30423672click for full text (PQDT)
ISBN:	9798379613983

Prototyping a 3D Reconstruction of Fly Photoreceptors : = From Traditional Computer Vision Techniques to 3D Visualization.
Jain, Kunal.

Prototyping a 3D Reconstruction of Fly Photoreceptors :From Traditional Computer Vision Techniques to 3D Visualization. - 1 online resource (59 pages)

Source: Masters Abstracts International, Volume: 84-12.

Thesis (M.S.)--University of Massachusetts Boston, 2023.

Includes bibliographical references

The Drosophila fruit fly is a well-established model organism for studying vision and neural perception. In this research, we focused on segmenting and analyzing photoreceptor cells in the Drosophila retina, specifically rhabdomeres. To facilitate our study, we acquired a comprehensive 3D dataset of Drosophila retina EM images and developed an automated segmentation pipeline using computer vision techniques. We evaluated the performance of our pipeline using automated metrics on Wild Type CS 1 and Nina D1 Mutant Drosophila datasets and prototyped a 3D model of segmented cells. The generated segmentation masks and 3D models of photoreceptor cells contribute to a better understanding of Drosophila vision and neural perception, and may have implications for further studies in developmental biology, and neurobiology.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2023

Mode of access: World Wide Web

ISBN: 9798379613983Subjects--Topical Terms:

523869
Computer science.
Subjects--Index Terms:

3D visualizationIndex Terms--Genre/Form:

542853
Electronic books.

Prototyping a 3D Reconstruction of Fly Photoreceptors : = From Traditional Computer Vision Techniques to 3D Visualization.
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500 $a Advisor: Haehn, Daniel.
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504 $a Includes bibliographical references
520 $a The Drosophila fruit fly is a well-established model organism for studying vision and neural perception. In this research, we focused on segmenting and analyzing photoreceptor cells in the Drosophila retina, specifically rhabdomeres. To facilitate our study, we acquired a comprehensive 3D dataset of Drosophila retina EM images and developed an automated segmentation pipeline using computer vision techniques. We evaluated the performance of our pipeline using automated metrics on Wild Type CS 1 and Nina D1 Mutant Drosophila datasets and prototyped a 3D model of segmented cells. The generated segmentation masks and 3D models of photoreceptor cells contribute to a better understanding of Drosophila vision and neural perception, and may have implications for further studies in developmental biology, and neurobiology.
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538 $a Mode of access: World Wide Web
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650 4 $a Developmental biology. $3 592588
653 $a 3D visualization
653 $a Computer vision
653 $a Drosophila
653 $a Neurobiology
653 $a Web visualization
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