Smart object counter

Smart object counter

Counting people from surveillance videos, counting cells from microscopic images are very tedious and time-consuming work for human being. In this project, a software will be developed to localize and count the objects with similar characteristic in the image or video. We may assumed that the object...

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Bibliographic Details
Main Author: Pong, Jeremy Zhi Jun
Other Authors: Loke Yuan Ren
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Online Access:https://hdl.handle.net/10356/166128
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Institution: Nanyang Technological University
Language: English
Description
Summary:Counting people from surveillance videos, counting cells from microscopic images are very tedious and time-consuming work for human being. In this project, a software will be developed to localize and count the objects with similar characteristic in the image or video. We may assumed that the object is known with some prior knowledge for machine learning. However, objects may have some variations from the image due to size, lighting, perspective view issue, overlapping issue etc.

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