| dc.contributor.author |
Ali, Akbar |
|
| dc.contributor.author |
Vyas, Mahek |
|
| dc.contributor.author |
Debnath, Soumyaratna |
|
| dc.contributor.author |
Kamra, Chanda Grover |
|
| dc.contributor.author |
Khalane, Jaidev Sanjay |
|
| dc.contributor.author |
Devanesan, Reuben Shibu |
|
| dc.contributor.author |
Mastan, Indra Deep |
|
| dc.contributor.author |
Sankaranarayanan, Subramanian |
|
| dc.contributor.author |
Khanna, Pankaj |
|
| dc.contributor.author |
Raman, Shanmuganathan |
|
| dc.coverage.spatial |
United States of America |
|
| dc.date.accessioned |
2025-08-29T13:22:37Z |
|
| dc.date.available |
2025-08-29T13:22:37Z |
|
| dc.date.issued |
2025-09-14 |
|
| dc.identifier.citation |
Ali, Akbar; Vyas, Mahek; Debnath, Soumyaratna; Kamra, Chanda Grover; Khalane, Jaidev Sanjay; Devanesan, Reuben Shibu; Mastan, Indra Deep; Sankaranarayanan, Subramanian; Khanna, Pankaj and Raman, Shanmuganathan, "COT-AD: cotton analysis dataset", in the IEEE International Conference on Image Processing (ICIP 2025), Anchorage, US, Sep. 14-17, 2025. |
|
| dc.identifier.uri |
https://doi.org/10.1109/ICIP55913.2025.11084734 |
|
| dc.identifier.uri |
https://repository.iitgn.ac.in/handle/123456789/11821 |
|
| dc.description.abstract |
This paper presents COT-AD, a comprehensive Dataset designed to enhance cotton crop analysis through computer vision. Comprising over 25,000 images captured throughout the cotton growth cycle, with 5,000 annotated images, COT-AD includes aerial imagery for field-scale detection and segmentation and high-resolution DSLR images documenting key diseases. The annotations cover pest and disease recognition, vegetation, and weed analysis, addressing a critical gap in cotton-specific agricultural datasets. COT-AD supports tasks such as classification, segmentation, image restoration, enhancement, deep generative model-based cotton crop synthesis, and early disease management, advancing data-driven crop management .The COT-AD dataset can be found here: https://aamaanakbar.github.io/COT-AD/. |
|
| dc.description.statementofresponsibility |
by Akbar Ali, Mahek Vyas, Soumyaratna Debnath, Chanda Grover Kamra, Jaidev Sanjay Khalane, Reuben Shibu Devanesan, Indra Deep Mastan, Subramanian Sankaranarayanan, Pankaj Khanna and Shanmuganathan Raman |
|
| dc.language.iso |
en_US |
|
| dc.publisher |
Institute of Electrical and Electronics Engineers |
|
| dc.subject |
Cotton Crop Dataset |
|
| dc.subject |
Crop Monitoring |
|
| dc.subject |
Precision Farming |
|
| dc.title |
COT-AD: cotton analysis dataset |
|
| dc.type |
Conference Paper |
|
| dc.relation.journal |
IEEE International Conference on Image Processing (ICIP 2025) |
|