[vip-help] Image Segmentation Algorithms

[Bhagtani, Kratika]

Hello All,

Have you all looked at this paper : https://ieeexplore.ieee.org/document/8710533<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fieeexplore.ieee.org%2Fdocument%2F8710533&data=05%7C02%7Cvip-help%40ecn.purdue.edu%7C910d7bf7f09e49f86da008dc251188ac%7C4130bd397c53419cb1e58758d6d63f21%7C0%7C0%7C638426004435559006%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=DfNeowDnssaVJL%2BbeBv41vrEKKUz6irK4eoBsVZbB%2FQ%3D&reserved=0> ?

I think it uses image processing methods – noise reduction, color space transformation to HSV, and color extraction.

Please let us know if this helps you or not or if it is relevant.

Sincerely,

============================================================
Kratika Bhagtani
Ph.D. Student
Research Assistant
Video and Image Processing Laboratory (VIPER)
School of Electrical and Computer Engineering
Purdue University
465 Northwestern Avenue
West Lafayette, IN 47907-2035
U.S.A.
Telephone: +1 765 714 7091
email: kbhagtan at purdue.edu


From: vip-help <vip-help-bounces at ecn.purdue.edu> on behalf of Huang, Joseph Jun-Sheng <jjhuang at purdue.edu>
Date: Saturday, February 3, 2024 at 6:33 PM
To: VIP-Help <vip-help at ecn.purdue.edu>
Cc: Anantha Madhavan, Nikhita <nanantha at purdue.edu>, Kim, Chaeeun <kim3476 at purdue.edu>
Subject: [vip-help] Image Segmentation Algorithms
Hi,

The resistor team is working on getting the colors of the bands in a resistor. We are trying to segment out the individual bands in the resistor using a non-machine learning approach but are a bit stuck on what algorithms could be used. We have tried k-means clustering, roi filtering, and a salt and pepper filter with no sucess. Please let us know if you have any suggestions.

Thanks,
Resistor Team
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