Publications
Publications
PUBLICATIONS: Journal (15)
Sunantha Guruswamy, Bobby Sharma, Nilesh Sable, Satishkumar Chavan, "Prognosis of ovarian cancer multi-level-type for given cohorts to recommend the likelihood of treatment outcome," Intelligent Decision Technologies, IOS Press, SAGE Journals, 2025. doi:10.1177/18724981251325118 (Scopus and Web of Science)
Rishikesh G Tambe, Sanjay N Talbar, Satishkumar Chavan, "Building Change Detection Using Deep-SiamCNN Network Through Two-Stream Triplet Attention Mechanism," Journal of The Institution of Engineers (India): Series B, Springer, vol. 106, pp. 217-232, 2025. https://doi.org/10.1007/s40031-024-01084-1 (Scopus) .
Siddhant Kedar, Pranjali Raval, Amogh Workilar, Sarika Galphade, Pratibha Dumane, and Satishkumar Chavan, "Evaluating the Effectiveness of Machine Learning Models for Early Diagnosis of Chronic Kidney Disease," The Indian Journal of Technical Education published by The Indian Society of Technical Education (ISTE), New Delhi, vol. 47, Special Issue, no. 1, pp. 235-239, 2024. http://www.isteonline.in/Viewtopics.aspx?MenuId=Vol47__No1_1442 (UGC Care Journal).
Satishkumar Chavan, Leeaa Nair, Nishikant Nimbalkar, and Sarah Solkar, "Karyotyping of human chromosomes in metaphase images using faster RCNN and Inception models," International Journal of Imaging Systems and Technology, Wiley Publication, vol. 34, no. 2, pp. 1-24, e23041, 2024. DOI: 10.1002/ima.23041 (Scopus and Web of Science)
Sunantha Guruswamy, Bobby Sharma, Nilesh Sable, Satishkumar Chavan, "A novel pipeline for outcome prediction in ovarian cancer using CT radiology reports," Scope, vol. 13, no. 4, pp. 508-522, 2023 (Scopus).
Rishikesh G Tambe, Sanjay N Talbar, Satishkumar S Chavan, "Deep multi-feature learning architecture for water body segmentation from satellite images," Journal of Visual Communication and Image Representation, Elsevier, vol. 77, pp. 1031-1041, May 2021. https://doi.org/10.1016/j.jvcir.2021.103141 (Scopus and Web of Science).
Rishikesh G. Tambe, Sanjay N. Talbar, and Satishkumar Chavan, "Satellite image fusion using undecimated rotated wavelet transform," International Journal of Computational Science and Engineering, Inderscience, vol. 24, no. 2, pp. 171-184, May 2021. https://doi.org/10.1504/IJCSE.2021.115103 (Scopus and Web of Science).
Rishikesh G Tambe, Sanjay N Talbar, Satishkumar S Chavan, "Fusion of Multispectral and Panchromatic Images by Integrating Standard PCA with Rotated Wavelet Transform," Journal of the Indian Society of Remote Sensing, Springer, India, vol.49, pp. 2033-2055, April 2021. https://doi.org/10.1007/s12524-021-01373-y (Scopus and Web of Science).
Praful Hambarde, Sanjay Talbar, Abhishek Mahajan, Satishkumar Chavan, Meenakshi Thakur, and Nilesh Sable, "Prostate lesion segmentation in MR images using radiomics based deeply supervised U-Net," Biocybernetics and Biomedical Engineering, Elsevier, vol. 40, No. 4, pp. 1421-1435, 2020. https://doi.org/10.1016/j.bbe.2020.07.011 (Scopus and Web of Science).
Praful Hambarde, Sanjay N. Talbar, Nilesh Sable, Abhishek Mahajan, Satishkumar S. Chavan, and Meenakshi Thakur, "Radiomics for peripheral zone and intra-prostatic urethra segmentation in MR imaging," Biomedical Signal Processing and Control, Elsevier, vol. 51, pp. 19-29, 2019. https://doi.org/10.1016/j.bspc.2019.01.024 (Scopus and Web of Science).
Satishkumar Chavan, Abhijit Pawar, and Sanjay Talbar, “Multimodality Medical Image Fusion using Nonsubsampled Rotated Wavelet Transform for Cancer Treatment,” Int. J. of Computational Systems Engineering, Inderscience, vol. 4, no. 2/3, pp. 96-105, April 2018. https://doi.org/10.1504/IJCSYSE.2018.091389 (Scopus and Web of Science).
Satishkumar S. Chavan, Abhishek Mahajan, Sanjay N. Talbar, Subhash Desai, Meenakshi Thakur, and Anil D'cruz, "Nonsubsampled rotated complex wavelet transform (NSRCxWT) for medical image fusion related to clinical aspects in neurocysticercosis," Computers in Biology and Medicine, Elsevier, vol. 81, pp. 64-78, 2017 (Impact Factor: 2.115) (Selected as a meritorious paper of 2017). https://doi.org/10.1016/j.compbiomed.2016.12.006 (Scopus and Web of Science).
Satishkumar S. Chavan and Sanjay N. Talbar, “Multimodality Medical Image Fusion using M-Band Wavelet and Daubechies Complex Wavelet Transform for Radiation Therapy,” IGI Global - International Journal of Rough Sets and Data Analysis, vol. 2, no. 2, pp. 01-23, July 2015. Indexed in ACM Digital Library. https://doi.org/10.4018/IJRSDA.2015070101
Sagar Soman, Mitali Ghorpade, Vrushali Sonone, and Satish Chavan, “Content Based Image Retrieval using Advanced Color and Texture Features,” International Journal of Computer Applications (IJCA), International Conference in Computational Intelligence (ICCIA2012), no. 9, pp. 10-14, March 2012. https://www.ijcaonline.org/proceedings/iccia/number9/5155-1067
Aditi Agarwal, Ruchika Bhadana, and Satishkumar Chavan, “A robust video watermarking scheme using DWT and DCT,” International Journal of Computer Science and Information Technologies (IJCSIT), vol. 2, no. 4, pp. 1711 - 1716, 2011. http://www.ijcsit.com/ijcsit-v2issue4.php
PUBLICATIONS: Conferences (36)
Kimaya Ved, Manav Pandya, Pranaav Contractor, Sanika Ajgaonkar, and Satishkumar Chavan, "Residual Neural Network Model for Automatic Classification of Multiple Classes of Brain Tumors Trained on MRI Images" International Conference on Soft Computing: Theories and Applications (SoCTA 2024), Singapore, Lecture Notes in Networks and Systems, vol 1343, pp. 317-327, Springer, 2025 . DOI: https://doi.org/10.1007/978-981-96-5955-5_27
Nimesh Ambre, Raveena Pitale, Prajeet Rao, Hemalata Mote, and Satishkumar Chavan, "A-eye: Attendance monitoring using face detection and recognition from CCTV footage," The 4th International Conference on Emerging Smart Technologies and Applications (eSmarTA-2024), Aljeel Aljadeed Univeristy, Sana'a, Yemen, IEEE, pp. 1-6, 2024. DOI: https://doi.org/10.1109/eSmarTA62850.2024.10638970
Sunantha Guruswamy, Bobby Sharma, Nilesh Sable, Chirag Nooh Kurane, and Satishkumar Chavan, "A system for feature extraction and classification of ovarian CT radiology reports," IEEE 6th International Conference on Advances in Science and Technology (ICAST 2023), Mumbai, India, pp. 464-469, IEEE, 2023. DOI: https://doi.org/10.1109/ICAST59062.2023.10455010
Shubhangi Katariyar, Pradnya Tendolkar, Satishkumar Chavan, Sunantha Krishnan, Shubham Shinde, and Nilesh Sable, "Survival prediction in renal cell carcinoma patients using machine learning," IEEE 6th International Conference on Advances in Science and Technology (ICAST 2023), Mumbai, India, pp. 362-367, IEEE, 2023. DOI: https://doi.org/10.1109/ICAST59062.2023.10455029
Abhishek Tripathi, Shafaque Shaikh, Elton Noronha, Sagar Kote, Pratibha Dumane, and Satishkumar Chavan, "Sustainable Development Assessment of South Asian Countries Using Fuzzy Logic," Proceedings of the 4th International Conference on Advanced Technologies for Societal Applications — Volume 1 (Techno-societal 2022), Springer, Cham, Chapter 29, pp. 261-269, September 2023, ISBN 978-3-031-34643-9. DOI: https://doi.org/10.1007/978-3-031-34644-6_29
Vaibhav Parate, Arka Dey, Manas Bhandarkar, Saadiya Dafedar, Satishkumar Chavan, "Age Progression and Regression using cycleGAN," IEEE 3rd Global Conference for Advancement in Technology (GCAT 2022), Banglore, India, pp. 1-6, IEEE, 2022. DOI: https://doi.org/10.1109/GCAT55367.2022.9972089
Abhiram Pillai, Amaan Nizam, Minita Joshee, Anne Pinto, and Satishkumar Chavan, "Breast Cancer Detection in Mammograms using Deep Learning," In Applied Information Processing Systems, vol 1354, pp. 121-127. Springer, Singapore, 2022. https://doi.org/10.1007/978-981-16-2008-9_11
Jolae Gomes, Hayden Fernandes, Stefan Abraham, Satishkumar Chavan, "Person identification based on voice recognition," 4th Biennial International Conference on Nascent Technologies in Engineering (ICNTE), pp. 1-5, IEEE, 2021. https://doi.org/10.1109/ICNTE51185.2021.9487756
Sumantu Powale, Abhijeet Dhanawade, Siddhesh Bagwe, Shreyas Kawale, Nitin L. Chutke, and Satishkumar Chavan, "Person identification in low resolution CCTV footage using deep learning," 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN), pp. 236-240. IEEE, 2020. https://doi.org/10.1109/ICACCCN51052.2020.9362764
Lyona, Christy, Joyce Menezes, Tushar Shinde, Mayura Gavhane, Ragini M. Rohatgi, and Satishkumar Chavan, "Classification of retinal images in stages of diabetic retinopathy using deep learning," 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN), pp. 228-231, IEEE, 2020. https://doi.org/10.1109/ICACCCN51052.2020.9362913
Pratibha Dumane, Bilal Hungund, and Satishkumar Chavan, "Dysarthria Detection Using Convolutional Neural Network," Techno-Societal 2020, Springer, Cham, pp. 449-457, May 2021. https://doi.org/10.1007/978-3-030-69921-5_45
Satishkumar S. Chavan and Satishkumar L. Varma. "Vehicle Number Plate Recognition for Toll System," In Next Generation Information Processing System, pp. 178-186. Springer, Singapore, 2020. https://doi.org/10.1007/978-981-15-4851-2_19
Satishkumar Varma, Megha Shinde, and Satishkumar S. Chavan. "Analysis of PCA and LDA Features for Facial Expression Recognition Using SVM and HMM Classifiers," In Techno-Societal 2018, pp. 109-119, Springer, Cham, 2020. https://doi.org/10.1007/978-3-030-16848-3_11
Satishkumar L. Varma and Satishkumar S. Chavan, "Detection of Malaria Parasite Based on Thick and Thin Blood Smear Images Using Local Binary Pattern," In Computing, Communication and Signal Processing, pp. 967-975. Springer, Singapore, 2019. https://doi.org/10.1007/978-981-13-1513-8_98
Rochelle D’Sa, Kelvin Lewis, Jovita Pereira, Vicky Thomas, and Satishkumar Chavan, "Comparative Analysis of Lung Segmentation," Elsevier SSRN (May 17, 2019) (2019). https://dx.doi.org/10.2139/ssrn.3424473
Pratibha R. Dumane, Anuja D. Sarate, and Satishkumar S. Chavan, "Sustainability Assessment by Use of Fuzzy Logic—A Review," In Computing, Communication and Signal Processing, pp. 363-370. Springer, Singapore, 2019. https://doi.org/10.1007/978-981-13-1513-8_38
Satishkumar S. Chavan, Carl Fernandes, Pratibha R. Dumane, and Satishkumar L. Varma. "Design and Implementation of Automatic Coin Dispensing Machine," In ICCCE 2019: Proceedings of the 2nd International Conference on Communications and Cyber Physical Engineering, vol. 570, pp. 379-385, Springer, 2019. https://doi.org/10.1007/978-981-13-8715-9_46
Sanjay N. Talbar, Satishkumar S. Chavan, and Abhijit Pawar, "Non-subsampled Complex Wavelet Transform Based Medical Image Fusion," In Proceedings of the Future Technologies Conference, pp. 548-556. Springer, Cham, 2018. https://doi.org/10.1007/978-3-030-02686-8_41
Satishkumar S. Chavan, Abhijit Pawar, and Sanjay N. Talbar, "Multimodality medical image fusion using rotated wavelet transform," In Proceedings of International Conference on Communication and Signal Processing(ICCASP), pp. 548-556. Atlantis Press, 2016. https://dx.doi.org/10.2991/iccasp-16.2017.89
Satishkumar S. Chavan, Parth Mundada, and Devendra Pal, "Fingerprint authentication using gabor filter based matching algorithm," In Proceedings of International Conference on Technologies for Sustainable Development (ICTSD), pp. 1-6. IEEE, 2015. https://doi.org/10.1109/ICTSD.2015.7095910
Satishkumar S. Chavan, Shobha Pangotra, Sneha Nair, Vinayak More, and Vineeth Nair, "Effective and efficient landslide detection system to monitor Konkan railway tracks," In Proceedings of International Conference on Technologies for Sustainable Development (ICTSD), pp. 1-6. IEEE, 2015. https://doi.org/10.1109/ICTSD.2015.7095844
Raunak Borwankar, Gaurav Pednekar, Saurabh Deshpande, Purva Sawant, and Satishkumar Chavan, "Comparative evaluation of age classification from facial images," In 2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 2244-2249, IEEE, 2015. https://doi.org/10.1109/ICACCI.2015.7275951
Satishkumar S. Chavan and Sanjay N. Talbar, “Multimodality image fusion in frequency domain for radiation therapy,” IEEE International Conference on Medical Imaging, m-Health, and Emerging Communication Systems (MedCom 2014), Greater Noida, New Delhi, pp. 174-178, IEEE, 2014. https://doi.org/10.1109/MedCom.2014.7005998
Ameya Deshpande, Saurabh Dubey, Hrishikesh Shaligram, Aditya Potnis, and Satishkumar Chavan, “Iris recognition system using block based approach with DWT and DCT,” Annual IEEE India Conference (INDICON), Pune, pp. 1-5, IEEE, 2014. DOI: https://doi.org/10.1109/INDICON.2014.7030396
Lakshmi V, Neema Varghese, R. Anupama, Reshma Jose, and Satish Chavan, “Scene Completion Using a Collection of Photographs,” National Conference on Communication, Computing and Networking Technologies (NCCCNT-13), SGGS Institute of Engineering and Technology, Nanded, pp.26-31, March 15-16, 2013.
Rowena Jenifer Fernandes and Satishkumar Chavan, “Non-blind Digital Watermarking scheme by modifying saturation plane of cover image,” International Conference and workshop on Emerging Trends in Technology (ICWET 2012), Thakur College of Engineering & Technology, Mumbai, pp. 9-13, February 2012.
Jessita Coutinho, Sheldon Dsouza, Franchesca Fernandes, and Satishkumar Chavan, “Content Based Image Retrieval using localized color and texture features,” International Conference on Signal, Image and Video Processing (ICSIVP), IIT Patna, pp.120-125, 13-15 January 2012. https://www.researchgate.net/publication/263001052_Content_Based_Image_Retrieval_using_Localized_Colour_and_Texture_Features
Niranjan Mujumdar, Sanju Maliakal, Sweta Malankar, Satishkumar Chavan and Parag Chaudhuri, “Local Manipulation of Image Layers Using Standard Image Processing Primitives,” Seventh Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP’10) at IIT Madras, Tamilnadu, India, pp. 259-266, December 2010. Indexed in ACM Digital Library. https://doi.org/10.1145/1924559.1924594
Satishkumar Chavan, Rohan Shah, Roshan Poojary, Jaisel Jose, and Gloria George, “A Novel Robust Colour Watermarking Scheme for Colour Watermark images in Frequency Domain,” 2nd IEEE International Conference on Advances in Recent Technologies in Communication and Computing, (ARTCom 2010), Kottayam, Kerala, India, pp. 96-100, IEEE, October 16-17, 2010. https://doi.org/10.1109/ARTCom.2010.11
Satish S. Chavan, S.L.Varma and S.N.Talbar, “An Approach to Lock the Encrypted Files and Folders,” 3rd International Conference on Advanced Computing & Communication Technologies, Asia Pacific International Institute of Technology, Panipat, India, pp. 534- 538, November 08-09, 2008. https://www.researchgate.net/profile/Satishkumar-Chavan/publication/361593560_An_Approach_to_Lock_the_Encrypted_Files_and_Folders
Satish S. Chavan, Satishkumar L.Varma and S. N. Talbar, “A New Defined Length Encoder (DLE) with Wavelet Based Image Compression,” 2nd International Conference on Advanced Computing & Communication Technologies, Asia Pacific International Institute of Technology, Panipat, India, pp. 285-289, November 03-04, 2007
Sanjay S. Deshmukh, Satish S. Chavan, and L.D. Netak, “Super Resolution methods to achieve high quality imaging”, in the proceedings of National Conference on Trends & Challenges in Electronics, Communication, Information & Computer Technology (ELECTRO INFOCOM-2007) at St. Francis Institute of Technology, Borivali (W), Mumbai, Jan. 4-6, 2007.
Satishkumar L. Varma, Satishkumar S. Chavan, and S.N. Talbar, “Performance Analysis using SPIHT on DCT Coefficients for Still Image Compression,” in the proceedings of National Conference on Image Processing (NCIP) at Thadomal Shahani Engineering College, Bandra, Mumbai, pp. III-8-12, February 11-12, 2005
Satishkumar S. Chavan, Satishkumar L.Varma and S.N. Talbar, “Performance Evaluation for Still Image Compression using Wavelet based Embedded Zerotree Wavelet Algorithm,” in the proceedings of National Conference on Image Processing (NCIP) at Thadomal Shahani Engineering College, Bandra, Mumbai, pp. III-13-18, February 11-12, 2005.
Satishkumar S. Chavan, Satishkumar L. Varma, and S.N. Talbar, “Significant performance improvement in still image Compression by EZW and SPIHT wavelet tree coding algorithms and analysis”, Proceedings of International Conference on Number Theory & Fourier Techniques (ICNTFT 2004) at Shanmugha Arts, Science, Technology & Research Academy (SASTRA), Kumbakonam, Tamilnadu, pp. 16-23, Dec. 20-21, 2004.
Satishkumar Chavan and Sanjay Talbar, "Super Resolution Image Reconstruction," National Conference on Control, Communication & Information Systems (NCCCIS 2004), Farmagudi, Goa, Vol. 1, pp. 58-63, 2004