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1. ietresearch.onlinelibrary.wiley.com › doi › 10Muzzle point pattern based techniques for individual cattle...

   ietresearch.onlinelibrary.wiley.com › doi › 10

   Oct 1, 2017 · The muzzle point image pattern is a primary animal biometric characteristic for the recognition of individual cattle. It is similar to the identification of minutiae points in human fingerprints.

   • Author: Santosh Kumar, Sanjay Kumar Singh, Amit Kumar Singh
   • Cited By: 26

   • Publish Year: 2017
   • Published: 01 October 2017

2. www.academia.edu › 73343625 › bovines_muzzle(PDF) Bovines Muzzle Classification Based on Machine Learning ...

   www.academia.edu › 73343625 › bovines_muzzle

   • Cached

   Bovines Muzzle Identification Using Box-Counting. Journal of Computer Science IJCSIS. Bovines identification has become widely used as essential for guarantee the safety of cattle products and assists veterinary disease supervision and control. Texture feature extraction is a key step for muzzle image processing.

   • Author: hamdi mahmoud

3. link.springer.com › article › 10Cattle identification with muzzle pattern using computer ...

   link.springer.com › article › 10

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   Mar 22, 2022 · Cattle identification with muzzle pattern using computer vision technology: a critical review and prospective. Data analytics and machine learning. Published: 22 March 2022. Volume 26, pages 4771–4795, (2022) Cite this article. Download PDF. Amanpreet Kaur, Munish Kumar & M. K. Jindal. 943 Accesses. 7 Citations. Explore all metrics. Abstract.

4. www.researchgate.net › publication › 320686855_Deep(PDF) Deep Learning Framework for Recognition of Cattle using ...

   www.researchgate.net › publication › 320686855_Deep

   Oct 1, 2017 · In this research, we propose the deep learning based approach for identification of individual cattle based on their primary muzzle point (nose pattern) image pattern characteristics to...

5. www.researchgate.net › publication › 325829556Computer aided design and analysis of a tunable muzzle brake

   www.researchgate.net › publication › 325829556

   Jun 1, 2018 · PDF | This research work deals with the design of a tunable muzzle brake [10] for a rifle chambered in 5.56 × 45 NATO ammunition.

6. www.sciencedirect.com › science › articleDataset of cattle biometrics through muzzle images

   www.sciencedirect.com › science › article

   Apr 1, 2024 · The method emphasizes the benefits of combining deep learning methods with computer vision techniques for animal identification. By utilizing muzzle images and animal face identification, we can improve the precision and dependability of individual animal identification systems.

7. People also ask

   What is a muzzle point image pattern?

   • The muzzle point image pattern is a primary animal biometric characteristic for the recognition of individual cattle. It is similar to the identification of minutiae points in human fingerprints.

   Muzzle point pattern based techniques for individual cattle

   ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-ipr.2016.0799

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   What is muzzle point image pattern database of cattle?

   • In total, muzzle point image pattern database of cattle, therefore consists of muzzle point images pertaining to subjects (cattle), and muzzle images of each cattle. Table 1 illustrates the composition of the muzzle point pattern images from various races of cattle for the experiment scenario.

   Muzzle point pattern based techniques for individual cattle

   ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-ipr.2016.0799

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   How to collect muzzle pattern directly from the fields?

   • The other method to collect muzzle pattern directly from the fields is by using muzzle print images on a piece of paper, but this method is not friendly. We have used 16-megapixel camera for capturing the images of cattle and their muzzle point for cattle recognition under still sequencing approach.

   Cattle identification with muzzle pattern using computer vision

   link.springer.com/article/10.1007/s00500-022-06935-x

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   Why are muzzle points used for identification?

   • The muzzle points are used for identification as it is like that of human fingerprints and hence can be used in an effective manner. Kumar et al. (2018a, b) have achieved high accuracy in muzzle images than that of face images. Bello et al. (2020c) have improved results on the dataset of 1000 cattle images of coat pattern and muzzle.

   Cattle identification with muzzle pattern using computer vision

   link.springer.com/article/10.1007/s00500-022-06935-x

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8. www.academia.edu › 99678486 › Deep_learning(PDF) Deep learning framework for recognition of cattle using ...

   www.academia.edu › 99678486 › Deep_learning

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   The objectives of this research were to (1) collect and publish a high-quality dataset for beef cattle muzzle images, and (2) evaluate and benchmark the performance of recognizing individual beef cattle with a variety of deep learning models.