NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering
| Autores principales: | , , , , , , , , |
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| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Elsevier
2025
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| Materias: | |
| Acceso en línea: | https://hdl.handle.net/10568/177246 |
| _version_ | 1855541008442327040 |
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| author | Singh, Naseeb Kaur, Simardeep Ranjan Padhi, Siddhant John, Racheal Shruti Kumar, Amit Rana, Jai Chand Bhardwaj, Rakesh Riar, Amritbir |
| author_browse | Bhardwaj, Rakesh John, Racheal Kaur, Simardeep Kumar, Amit Rana, Jai Chand Ranjan Padhi, Siddhant Riar, Amritbir Shruti Singh, Naseeb |
| author_facet | Singh, Naseeb Kaur, Simardeep Ranjan Padhi, Siddhant John, Racheal Shruti Kumar, Amit Rana, Jai Chand Bhardwaj, Rakesh Riar, Amritbir |
| author_sort | Singh, Naseeb |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| format | Journal Article |
| id | CGSpace177246 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1772462025-11-11T19:07:39Z NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering Singh, Naseeb Kaur, Simardeep Ranjan Padhi, Siddhant John, Racheal Shruti Kumar, Amit Rana, Jai Chand Bhardwaj, Rakesh Riar, Amritbir germplasm machine learning infrared spectrophotometry core collections 2025-12 2025-10-21T13:14:56Z 2025-10-21T13:14:56Z Journal Article https://hdl.handle.net/10568/177246 en Open Access application/pdf Elsevier Singh, N.; Kaur, S.; Ranjan Padhi, S.; John, R.; Shruti; Kumar, A.; Rana, J.C.; Bhardwaj, R.; Riar, A. (2025) NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering. Journal of Agriculture and Food Research 24: 102390. ISSN: 2666-1543 |
| spellingShingle | germplasm machine learning infrared spectrophotometry core collections Singh, Naseeb Kaur, Simardeep Ranjan Padhi, Siddhant John, Racheal Shruti Kumar, Amit Rana, Jai Chand Bhardwaj, Rakesh Riar, Amritbir NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title | NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title_full | NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title_fullStr | NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title_full_unstemmed | NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title_short | NIRCoreVision: A novel deep learning-based framework with GUI integration for core set selection from NIRS data using 1D CNN and k-means clustering |
| title_sort | nircorevision a novel deep learning based framework with gui integration for core set selection from nirs data using 1d cnn and k means clustering |
| topic | germplasm machine learning infrared spectrophotometry core collections |
| url | https://hdl.handle.net/10568/177246 |
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