The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Search conference papers
Download
PDF XML
Citation
Share
Articles | Volume XLVIII-G-2025
Articles | Volume XLVIII-G-2025
https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-263-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-263-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume XLVIII-G-2025
28 Jul 2025
 | 28 Jul 2025

Comparative Analysis of Deep Learning CNN Models and Traditional Machine Learning Approaches for Land Use Land Cover Classification Using Imagery

Apurwa Chaurasia, Ayush Chaurasia, Aditya Kumar Thakur, Nyenshu Seb Rehengma, Manohar Yadav, and Pritipadmaja

Related authors

Non-Destructive Evaluation of Cement Mortar Quality with Hyperspectral Remote Sensing Methods
Ishtiaq Ahmed, Umesh Kumar Sharma, Pradeep Kumar Garg, Aditya Kumar Thakur, and Pritipadmaja
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 71–78, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-71-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-71-2025, 2025
Evaluating Environmental Weathering Effects on White Portland Cement using Hyperspectral Reflectance Analysis
Ishtiaq Ahmed, Umesh Kumar Sharma, Pradeep Kumar Garg, Aditya Kumar Thakur, and Pritipadmaja
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 79–86, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-79-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-79-2025, 2025
Temporal and Spatial Variations of Nitrogen Dioxide Concentrations in Kolkata, India
Aman Srivastava, Aditya Kumar Thakur, Abhishek Rai, Raj Narayan Yadava, Rahul Dev Garg, and Pradeep Kumar Garg
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 855–862, https://doi.org/10.5194/isprs-annals-X-G-2025-855-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-855-2025, 2025
Improving Land Cover Mapping in Riverine Environments with Machine Learning and Spectral Indices
Rohit Sharma, Pritipadmaja, Zulfequar Ahmad, and Rahul Dev Garg
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 813–820, https://doi.org/10.5194/isprs-annals-X-G-2025-813-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-813-2025, 2025
Analysis of Cement properties using Hyperspectral Remote Sensing methods
Ishtiaq Ahmed, Umesh Kumar Sharma, Pradeep Kumar Garg, and Aditya Kumar Thakur
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 15–20, https://doi.org/10.5194/isprs-annals-X-4-2024-15-2024,https://doi.org/10.5194/isprs-annals-X-4-2024-15-2024, 2024
More articles (10)