arXiv Open Access 2025

Automatic Retrieval of Specific Cows from Unlabeled Videos

Jiawen Lyu Manu Ramesh Madison Simonds Jacquelyn P. Boerman Amy R. Reibman

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Abstrak

Few automated video systems are described in the open literature that enable hands-free cataloging and identification (ID) of cows in a dairy herd. In this work, we describe our system, composed of an AutoCattloger, which builds a Cattlog of dairy cows in a herd with a single input video clip per cow, an eidetic cow recognizer which uses no deep learning to ID cows, and a CowFinder, which IDs cows in a continuous stream of video. We demonstrate its value in finding individuals in unlabeled, unsegmented videos of cows walking unconstrained through the holding area of a milking parlor.

Topik & Kata Kunci

cs.CV eess.IV

Penulis (5)

Jiawen Lyu

Manu Ramesh

Madison Simonds

Jacquelyn P. Boerman

Amy R. Reibman

Format Sitasi

APA MLA BibTeX

Lyu, J., Ramesh, M., Simonds, M., Boerman, J.P., Reibman, A.R. (2025). Automatic Retrieval of Specific Cows from Unlabeled Videos. https://arxiv.org/abs/2508.15945

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓