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  1. Assessment of UAV-Based Deep Learning for Corn Crop Analysis in Midwest Brazil

    Article • Agriculture, November 2024, MDPI AG

    DSc. Diego André Sant'Ana

  2. Sheep Weight Estimation Using Superpixels, Convolutional Networks and Supervised Regression Learning

    Article • January 2024, Elsevier

    DSc. Diego André Sant'Ana

  3. Supervised computer vision system for weight group classification of fingerlings

    Article • November 2023, Comissao Especial de Informatica na Educacao

    DSc. Diego André Sant'Ana

  4. The influence of lighting on fingerlings counting

    Article • November 2023, Comissao Especial de Informatica na Educacao

    DSc. Diego André Sant'Ana

  5. System for quantitative diagnosis of COVID-19 associated Pneumonia based on Superpixels with deep learning and chest CT

    Article • OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA, September 2023, South Florida Publishing LLC

    DSc. Diego André Sant'Ana

  6. Prediction of fingerling biomass with deep learning

    Article • Ecological Informatics, November 2022, Elsevier

    DSc. Diego André Sant'Ana

  7. An approach for applying natural language processing to image classification problems

    Article • Neurocomputing, November 2022, Elsevier

    DSc. Diego André Sant'Ana

  8. Identifying plant species in kettle holes using UAV images and deep learning techniques

    Article • Remote Sensing in Ecology and Conservation, August 2022, Wiley

    DSc. Diego André Sant'Ana

  9. Aquicultura e inovação com base em processos de aprendizagem interativa: Projeto Pacu em Terenos, MS

    Article • Interações (Campo Grande), August 2022, Universidade Catolica Dom Bosco

    DSc. Diego André Sant'Ana

  10. Computer vision system for superpixel classification and segmentation of sheep

    Article • Ecological Informatics, May 2022, Elsevier

    DSc. Diego André Sant'Ana

  11. Non-intrusively estimating the live body biomass of Pintado Real® fingerlings: A feature selection approach

    Article • Ecological Informatics, May 2022, Elsevier

    DSc. Diego André Sant'Ana

  12. Machine learning and SLIC for Tree Canopies segmentation in urban areas

    Article • Ecological Informatics, December 2021, Elsevier

    DSc. Diego André Sant'Ana

  13. Fingerlings mass estimation: A comparison between deep and shallow learning algorithms

    Article • Smart Agricultural Technology, December 2021, Elsevier

    DSc. Diego André Sant'Ana

  14. Weighing live sheep using computer vision techniques and regression machine learning

    Article • Machine Learning with Applications, September 2021, Elsevier

    DSc. Diego André Sant'Ana

  15. Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

    Article • Remote Sensing, August 2021, MDPI AG

    DSc. Diego André Sant'Ana

  16. Accessibility and digital inclusion in Brazil and South Korea: A comparison between micro and macro territorial approach

    Article • Sustainable Cities and Society, January 2021, Elsevier

    DSc. Diego André Sant'Ana

  17. System for Quantitative Diagnosis of COVID-19-Associated Pneumonia Based on Superpixels With Deep Learning and Chest CT

    Article • December 2020, Research Square

    DSc. Diego André Sant'Ana

  18. AERIAL IMAGE SEGMENTATION IN URBAN ENVIRONMENT FOR VEGETATION MONITORING

    Article • The International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences, November 2020, Copernicus GmbH

    DSc. Diego André Sant'Ana

  19. Analysis of color feature extraction techniques for Fish Species Identification

    Article • October 2020, Comissao Especial de Informatica na Educacao

    DSc. Diego André Sant'Ana

  20. A new image dataset for the evaluation of automatic fingerlings counting

    Article • Aquacultural Engineering, May 2020, Elsevier

    DSc. Diego André Sant'Ana

  21. Aerial Image Segmentation In Urban Environment For Vegetation Monitoring

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    DSc. Diego André Sant'Ana

  22. A computer vision system for oocyte counting using images captured by smartphone

    Article • Aquacultural Engineering, November 2019, Elsevier

    DSc. Diego André Sant'Ana

  23. A New Approach for Image Classification Applying Reduction of Colored Keypoints

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    DSc. Diego André Sant'Ana

  24. Application of Superpixel to identify Maggots and their larval stages

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    DSc. Diego André Sant'Ana

  25. Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    DSc. Diego André Sant'Ana