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Rafael Vieira de Sousa

University of São Paulo (USP)

SCHOLARLY PAPERS

5

DOWNLOADS

238

TOTAL CITATIONS

2

Scholarly Papers (5)

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1.

Evaluation of Time-of-Flight Depth Cameras for Indoor Applications

Downloads 70 (875,328)

Evaluation of Time-of-Flight Depth Cameras for Indoor Applications

Number of pages: 56 Posted: 17 Sep 2024
Verônica Madeira Pacheco, Tami Brown-Brandl, Raj Sharma, Kuljit Bhatti, Rafael Vieira de Sousa and Luciane Silva Martello
University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of São Paulo (USP) and University of São Paulo (USP)
Downloads 40 (1,210,354)

Abstract:

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Depth images, Image analysis, Precision Animal Management, Precision Livestock Farming.

Evaluation of Time-of-Flight Depth Cameras for Indoor Applications

Number of pages: 55 Posted: 11 Jun 2024
Verônica Madeira Pacheco, Tami Brown-Brandl, Raj Sharma, Kuljit Bhatti, Rafael Vieira de Sousa and Luciane Silva Martello
University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of Nebraska-Lincoln, University of São Paulo (USP) and University of São Paulo (USP)
Downloads 30 (1,356,108)

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Depth images, image analysis, Precision Animal Management, Precision Livestock Farming

2.

Thermal Signature: A Method to Extract Characteristics from Infrared Thermography Data Applied to the Development of Animal Heat Stress Classifier Models

Number of pages: 22 Posted: 02 Apr 2022
Alex Vinicius da Silva Rodrigues, Luciane Silva Martello, Verônica Madeira Pacheco, Edson José de Souza Sardinha, André Levi Viana Pereira and Rafael Vieira de Sousa
University of São Paulo (USP), University of São Paulo (USP), University of Nebraska-Lincoln, affiliation not provided to SSRN, affiliation not provided to SSRN and University of São Paulo (USP)
Downloads 52 (1,041,696)

Abstract:

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infrared thermography, animal welfare, non-invasive measurement, data mining, artificial intelligence.

3.

Deep Learning Method for Bean Nitrogen Status Assessment Using Digital Canopy Images

Number of pages: 16 Posted: 10 Mar 2022
Murilo Mesquita Baesso, Luisa Leveghin, Edson José de Souza Sardinha, Gabriel Pagin and Rafael Vieira de Sousa
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of São Paulo (USP)
Downloads 52 (1,041,696)

Abstract:

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machine learning, computational vision, nutritional diagnosis

4.

Deep Learning-Based Sow Posture Classifier Using Colour and Depth Images

Number of pages: 19 Posted: 10 Aug 2024
Tami Brown-Brandl, Rafael Vieira de Sousa, Raj Sharma, Luciane Silva Martello, Verônica Madeira Pacheco and Gary Rohrer
University of Nebraska-Lincoln, University of São Paulo (USP), University of Nebraska-Lincoln, University of São Paulo (USP), University of Nebraska-Lincoln and USDA-ARS
Downloads 38 (1,222,651)
Citation 2

Abstract:

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computer vision, multisource image, precision livestock farming, sow posture detection.

5.

Proposing a Framework for Body Mass Prediction with Point Clouds: A Study Applied in Typical Swine Pen Environments

Number of pages: 27 Posted: 22 May 2025
Gabriel Pagin, Luciane Silva Martello, Rubens André Tabile and Rafael Vieira de Sousa
affiliation not provided to SSRN, University of São Paulo (USP), University of São Paulo (USP) and University of São Paulo (USP)
Downloads 26 (1,385,945)

Abstract:

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3D imaging, animal performance, attribute selection, Feature Extraction, regression algorithm