| Device for detecting diseased leaves in plant by image processing, has high-resolution camera for capturing images of plant leaves, and image processing module that utilizes Gray Level Co-occurrence Matrix and K-Nearest Neighbors classification for detecting disease patterns in leaves | |
| 2025-04-01 | |
| 专利权人 | SATHYABAMA SCI & TECHNOLOGY INST (SATH-Non-standard) |
| 申请日期 | 2025-04-01 |
| 专利号 | IN202541032205-A |
| 成果简介 | NOVELTY - The device has a high-resolution camera for capturing images of plant leaves under various lighting conditions. An image processing module utilizes Gray Level Co-occurrence Matrix (GLCM) and K-Nearest Neighbors (KNN) classification for detecting disease patterns in leaves. A preprocessing system applies noise reduction, contrast enhancement, and segmentation techniques to improve image clarity and feature extraction. A wireless communication module enables data transfer to cloud storage or remote monitoring systems for analysis. A user-friendly interface displays diagnostic results, disease classification, and recommended corrective measures for detected plant diseases. USE - Device for detecting diseased leaves in plant by image processing. ADVANTAGE - The device allows early identification of plant diseases, and allows for timely intervention, thus minimizing crop loss and improving agricultural productivity. The device is useful for farmers and agricultural researchers for enabling to monitor plant health in real-time and take necessary actions to prevent the spread of infections, thus enhancing yield and food security. The device provides an efficient and automated method for early disease detection in plants, thus reducing dependency on manual inspection. |
| IPC 分类号 | G06N-003/08 ; G06Q-050/02 ; G06T-007/00 ; G06V-010/774 ; G06V-020/10 |
| 国家 | 印度 |
| 专业领域 | 信息技术 |
| 语种 | 英语 |
| 成果类型 | 专利 |
| 文献类型 | 科技成果 |
| 条目标识符 | http://119.78.100.226:8889/handle/3KE4DYBR/13268 |
| 专题 | 中国科学院新疆生态与地理研究所 |
| 作者单位 | SATHYABAMA SCI & TECHNOLOGY INST (SATH-Non-standard) |
| 推荐引用方式 GB/T 7714 | AMSHAVALLI R S,KRISHNAMURTHY K,DEVAN P,et al. Device for detecting diseased leaves in plant by image processing, has high-resolution camera for capturing images of plant leaves, and image processing module that utilizes Gray Level Co-occurrence Matrix and K-Nearest Neighbors classification for detecting disease patterns in leaves. IN202541032205-A[P]. 2025. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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