Ph.D. in Computer Science and Information Technology
RESEARCH, TEACHING, or OTHER INTERESTS
Computer Science, Computer Vision and Pattern Recognition, Software, Artificial Intelligence
5
Scopus Publications
100
Scholar Citations
4
Scholar h-index
2
Scholar i10-index
Scopus Publications
Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data Pradip Salve, Pravin Yannawar, Milind Sardesai Journal of King Saud University Computer and Information Sciences, 2022 Automatic classification of the plants is growing area of association with computer science and Botany, it has attracted many researchers to subsidize plant classification using image processing and machine learning techniques. Plants can be classified using number of traits such as leaf color, flowers, leaves, roots, leaf shape, leaf size etc. highly depends upon feature selection methods. However extraction of features from selected trait is most significant state in classification. State-of-the-art classification can be achieved by using leaf characteristics such as leaf venation patterns, leaf spectral signatures, leaf color, leaf shape, etc. This paper describes multimodal plant classification system using leaf venation patterns and its spectral signatures as a significant features. This paper shows that the feature fusion can be used to achieve efficient plant identification. The accuracy of identification for leaf spectral data, leaf venation features and HOG features is validated, it signifies that feature fusion technique performs better than that of non-imaging spectral signatures features only, with recognition result of 98.03% GAR and 93.51% GAR, respectively.
A review of image captioning techniques: Types, deep learning advancements, and limitations C Bhosale, P Salve, V Shirsath Cureus J Comput Sci , 2025 2025.0 Citations: 1
Revolutionizing Road Safety: A Raspberry Pi-Powered Journey through Advanced Driver Assistance Systems PS Tanmay Band1, Prerna Bharti2, Prajwal Thorat3, Akansha Chauhan4 International Research Journal of Engineering and Technology (IRJET) 11 (11 … , 2024 2024.0
Geometric Feature Extraction In IVD Region Analysis: A Deep Learning And Region Growing Approach SM Pradip Salve, Harshal Patil, Puja Saraf, Sujata Satpute, Vishwajeet ... Nanotechnology Perceptions 20 (S11) , 2024 2024.0 Citations: 2
Sahara: Virtual Companion–Exploring Multimodal Empathetic Conversational AI leveraging Ensemble Learning with Humor P Gaikwad, S. D., Iyer, A. B., Talluri, K. S., & Salve International Journal of Science and Research (IJSR) ISSN: 2319-7064 13 (4 … , 2024 2024.0 Citations: 5
Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data P Salve, P Yannawar, M Sardesai Journal of King Saud University-Computer and Information Sciences 34 (1 … , 2022 2022.0 Citations: 42
Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data (Sept, 10.1016/j. jksuci. 2018.09. 018, 2018) P Salve JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 32 (10 … , 2020 2020.0
Combining multiple classifiers using hybrid votes technique with leaf vein angle, CNN and Gabor features for plant recognition P Salve, M Sardesai, P Yannawar International Conference on Recent Trends in Image Processing and Pattern … , 2020 2020.0 Citations: 4
Evaluation and analysis of plant classification system based on feature level fusion and score level fusion P Salve, P Yannawar, M Sardesai International Conference on Recent Trends in Image Processing and Pattern … , 2018 2018.0 Citations: 1
Classification of plants using GIST and LBP score level fusion P Salve, M Sardesai, P Yannawar International Symposium on Signal Processing and Intelligent Recognition … , 2018 2018.0 Citations: 7
Computer and Information Sciences P Salve, P Yannawar, M Sardesai 2018.0
Identification of the plants based on leaf shape descriptors P Salve, M Sardesai, R Manza, P Yannawar Proceedings of the Second International Conference on Computer and … , 2015 2015.0 Citations: 38
Leaf Venation Extraction from Leaf Images: A review P Salve, M Sardesai, P Yannawar
MOST CITED SCHOLAR PUBLICATIONS
Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data P Salve, P Yannawar, M Sardesai Journal of King Saud University-Computer and Information Sciences 34 (1 … , 2022 2022.0 Citations: 42
Identification of the plants based on leaf shape descriptors P Salve, M Sardesai, R Manza, P Yannawar Proceedings of the Second International Conference on Computer and … , 2015 2015.0 Citations: 38
Classification of plants using GIST and LBP score level fusion P Salve, M Sardesai, P Yannawar International Symposium on Signal Processing and Intelligent Recognition … , 2018 2018.0 Citations: 7
Sahara: Virtual Companion–Exploring Multimodal Empathetic Conversational AI leveraging Ensemble Learning with Humor P Gaikwad, S. D., Iyer, A. B., Talluri, K. S., & Salve International Journal of Science and Research (IJSR) ISSN: 2319-7064 13 (4 … , 2024 2024.0 Citations: 5
Combining multiple classifiers using hybrid votes technique with leaf vein angle, CNN and Gabor features for plant recognition P Salve, M Sardesai, P Yannawar International Conference on Recent Trends in Image Processing and Pattern … , 2020 2020.0 Citations: 4
Geometric Feature Extraction In IVD Region Analysis: A Deep Learning And Region Growing Approach SM Pradip Salve, Harshal Patil, Puja Saraf, Sujata Satpute, Vishwajeet ... Nanotechnology Perceptions 20 (S11) , 2024 2024.0 Citations: 2
A review of image captioning techniques: Types, deep learning advancements, and limitations C Bhosale, P Salve, V Shirsath Cureus J Comput Sci , 2025 2025.0 Citations: 1
Evaluation and analysis of plant classification system based on feature level fusion and score level fusion P Salve, P Yannawar, M Sardesai International Conference on Recent Trends in Image Processing and Pattern … , 2018 2018.0 Citations: 1
Revolutionizing Road Safety: A Raspberry Pi-Powered Journey through Advanced Driver Assistance Systems PS Tanmay Band1, Prerna Bharti2, Prajwal Thorat3, Akansha Chauhan4 International Research Journal of Engineering and Technology (IRJET) 11 (11 … , 2024 2024.0
Multimodal plant recognition through hybrid feature fusion technique using imaging and non-imaging hyper-spectral data (Sept, 10.1016/j. jksuci. 2018.09. 018, 2018) P Salve JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 32 (10 … , 2020 2020.0
Computer and Information Sciences P Salve, P Yannawar, M Sardesai 2018.0
Leaf Venation Extraction from Leaf Images: A review P Salve, M Sardesai, P Yannawar
