Dr Sanjay Dabhole

-Dr. Sanjay Dabhole is having 06 years of research, 13 years of academic director level administrative and 19 years of Post graduate, Graduate and diploma engineering level teaching experience. -He is published 12 research papers in international journals and reviewer of various 240 international journals; -Board of study member for OBE based Curriculum design for GPKP, KIT COEK, TKIET, JNU Jaipur, NEFTU, MEWAR, CSJMU autonomous institutes and private universities. - Consultant for AICTE MODROB, ACIC research Proposals, New Professional Institute Establishment, OBE based accreditation (NBA) process and MATLAB based Engineering solutions.
-DST, MCED, DIC approved Trainer-His core areas of expertise are in Artificial Intelligence and Machine Learning, computing, Image processing, wireless and data communication, Artificial Intelligence, Biomedical and linear algebra and many more. - He has incorporated with different governments (national and state), national NGOs, corporate houses.

EDUCATION

Ph.D (E&C) - Chhatrapati Shahu Ji Maharaj University, Kanpur- INDIA - Electronics and Communication Engineering 2016
M.E.(E&TC) - Shivaji University, Kolhapur KIT’s College of Engineering, Kolhapur. 75.44% -First class with Distinction- Electronics and Telecommunication Engineering 2006
B.E. (ETRX) Shivaji University, Kolhapur Walchand College of Engineering, Sangli. 65.13 % First Class - Electronics Engineering -2002
Diploma Ind. ETRX Engg - M.S.B.T.E. Mumbai - First class with Distinction-Industrial Electronics -1999
S.S.C.- Kolhapur First class with Distinction - General subjects - 1996

RESEARCH INTERESTS

Artificial Intelligence and Machine Learning
Image processing
Wireless Communication
Bio-Medical Engineering
Neural Network and Artificial Intelligence

FUTURE PROJECTS

Scopus Publications

Effect of substrate temperature on physicochemical and gas sensing properties of sprayed orthorhombic V2O5 thin films
A.A. Mane, P.S. Maldar, S.H. Dabhole, S.A. Nikam, A.V. Moholkar
Measurement Journal of the International Measurement Confederation, 2019
The chemical spray (CSP) deposition method has been used to deposit orthorhombic V2O5 thin films onto glass substrate at different substrate temperatures. Raman spectra indicate that films are in orthorhombic V2O5 phase. The FE-SEM micrographs show the formation of nanorods-like morphology. The EDAX study shows that the films are in sub-stoichiometric proportion of V2O5. The presence of V5+ oxidation state of vanadium in V2O5 film is confirmed using XPS study. Selectivity study shows that V2O5 film is a highly promising candidate for selective detection of NO2 gas at moderate working temperature of 200 °C. For V2O5 film deposited at 400 °C, the 20.3% NO2 response for 100 ppm concentration is obtained with response and recovery times of 17 s and 185 s, respectively. The lower NO2 gas detection limit is found to be 20 ppm which is equal to immediately dangerous to life or health (IDLH) value. Finally, role of oxygen ion vacancies in NO2 gas sensing mechanism based on formation of reduced V2O5-X species is discussed.
The shunt active power filter to compensate reactive power and harmonics with optimized PI controller in a 3 phase 3 wire distribution network
International Journal of Innovative Technology and Exploring Engineering, 2018
An optimal IMF selection based on fast BEEMD with Dlac analysis for detection of Polyp and Ulcer in WCE images
Sharad. T. Jadhav, Sanjay H. Dabhole
2nd International Conference on Electronics and Communication Systems Icecs 2015, 2015
The main contribution of this paper is the presentation of a novel tool for WCE image analysis and classification by exploiting color-texture features. The proposed scheme has based on the ingenious combination of optimal selection of image components (IMFs) of BEEMD and DLac, applied on the green/red component of WCE images in order to identify ulcerations and polyp affected images from WCE images. Optimal IMF's of BEEMD was exploited to reveal the intrinsic components (IMFs) of the images in order to achieve data driven, Coefficient of standard Deviation and efficient SVM classifier to boost the distinctness between polyp and ulcer regions. However, DLac analysis facilitates to extract efficient texture characteristics. The proposed approach has evaluated on selected WCE images, captured from patients, depicting ulcer and polyp tissue. The optimum image components (IMFs) that contain the majority of texture information include IMFs 5- 8which produce 100% accuracy for ulcer images. Individual IMFs score up to 80 % classification accuracy, while their higher exploitation as a group enhances the detection rate up to 93.34% for ulcer and 90% for polyp tissue.
An efficient codec of 2D adaptive directional lifting based on CDF9/7 with improved SPIHT algorithm for lossy to lossless image coding
Sanjay H. Dabhole, Sharad. T. Jadhav
2nd International Conference on Electronics and Communication Systems Icecs 2015, 2015
Lifting is an efficient algorithm to implement the discrete wavelet transform in order to overcome the drawbacks of the conventional wavelet transform that does not provide a compact representation of edges which are not in horizontal and vertical directions. The lifting scheme provides a general and flexible tool for the construction of wavelet decompositions and perfect reconstruction filter banks. It has been adopted in JPEG 2000. The paper follows this research line, improved SPIHT based on adaptive coding becomes analyzed and tuned with two dimensional Adaptive Directional Lifting based on CDF 9/7 has structured for lossy to lossless JPEG 2000 image coding. The proposed 2D-ADL scheme incorporates the directionally spatial prediction into the conventional lifting based on 9/7 wavelet transform and forms a novel, efficient and flexible lifting structure with proposed scaling coefficients. In order to obtain better compression on image edge, an improved Set Partitioning In Hierarchical Trees (ASPIHT) algorithm based on prior scanning the coefficients around which there were more significant coefficients was replaced with conventional SPIHT. Although, the proposed 2D-ADL based on CDF9/7 scheme followed by ASPIHT codec significantly reduce edge artifacts and ringing and outperforms the conventional 1D lifting scheme followed by SPIHT upto 12dB as reported.
An efficient modified structure of CDF 9/7 Wavelet based on adaptive lifting with SPIHT for lossy to lossless image compression
S. H. Dabhole, V. A. Gundale, J. Potgieter
International Conference on Signal Processing Image Processing and Pattern Recognition 2013 Icsipr 2013, 2013
We present a modified structure of 2-D CDF 9/7 wavelet transforms based on adaptive lifting in image coding. Instead of alternately applying horizontal and vertical lifting, as in present practice, Adaptive lifting performs lifting-based prediction in local windows in the direction of high pixel correlation. Hence, it adapts far better to the image orientation features in local windows. The predicting and updating signals of Adaptive lifting can be derived even at the fractional pixel precision level to achieve high resolution, while still maintaining perfect reconstruction. To enhance the performance of adaptive based modified structure of 2-D CDF 9/7 is coupled with SPIHT coding algorithm to improve the drawbacks of wavelet transform. Experimental results shows that the proposed scaling coefficients of modified structure based on adaptive lifting for image coding technique outperforms JPEG 2000 in both PSNR and visual quality, with the improvement up to 6.0 dB than existing structure on images with rich orientation features.
Performance evaluation of traditional and adaptive lifting based wavelets with SPIHT for lossy image compression
S. H. Dabhole, V. A. Gundale, J. Potgieter
International Conference on Signal Processing Image Processing and Pattern Recognition 2013 Icsipr 2013, 2013
Nowadays wavelet transform has been one of the most effective transform means in the realm of image processing, especially the biorthogonal 9/7 wavelet filters proposed by Daubechies, which have good performance in image compression. Hence, in this paper an attempt has been made to analyse traditional and adaptive lifting based wavelet techniques for image compression. The original image is transformed using adaptive lifting based CDF 9/7 wavelet transform and traditional CDF 9/7 followed by it is compressed using Set Partitioning In Hierarchical Tree algorithm (SPIHT) and the performance was compared with the popular traditional CDF9/7 wavelet transform. The performance metric Peak Signal to Noise Ratio (PSNR) for the reconstructed image was computed. The proposed adaptive lifting algorithm give better performance than traditional CDF9/7 wavelet, the most popular wavelet transforms. Lifting allows us to incorporate adaptivity and nonlinear operators into the transform. The proposed methods efficiently represent the edges and appear promising for image compression. The proposed adaptive methods reduce edge artifacts and ringing and give improved PSNR of 4.69 to 6.09 dB than the traditional CDF 9/7 for edge dominated 2D images.

RECENT SCHOLAR PUBLICATIONS

Effect of substrate temperature on physicochemical and gas sensing properties of sprayed orthorhombic V2O5 thin films
AA Mane, PS Maldar, SH Dabhole, SA Nikam, AV Moholkar
Measurement 131, 223-234 , 2019
2019.0
Citations: 41
An optimal imf selection based on fast beemd with dlac analysis for detection of polyp and ulcer in wce images
ST Jadhav, SH Dabhole
2015 2nd International Conference on Electronics and Communication Systems … , 2015
2015.0
Citations: 6
An efficient codec of 2D adaptive directional lifting based on CDF9/7 with improved SPIHT algorithm for lossy to lossless image coding
SH Dabhole, ST Jadhav
2015 2nd International Conference on Electronics and Communication Systems … , 2015
2015.0
Citations: 5
An Optimal Detection of Polyp and Ulcer in WCE Images using Fast BEMD with DLac Analysis
ST Jadhav, SH Dabhole
International Journal of Innovative Technology and Exploring Engineering 4 (7) , 2014
2014.0
Citations: 2
An efficient modified structure of CDF 9/7 Wavelet based on adaptive lifting with SPIHT for lossy to lossless image compression
SH Dabhole, VA Gundale, J Potgieter
2013 International Conference on Signal Processing, Image Processing … , 2013
2013.0
Citations: 8
Performance evaluation of traditional and adaptive lifting based wavelets with spiht for lossy image compression
SH Dabhole, VA Gundale, J Potgieter
2013 International Conference on Signal Processing, Image Processing … , 2013
2013.0
Citations: 5
Modified adaptive lifting structure of CDF 9/7 wavelet with Spiht for lossy image coding
SH Dabhole, VA Gundale, J Potgieter
International Journal on Recent Trends in Engineering & Technology 8 (2), 95 , 2013
2013.0
Citations: 1
An Efficient Codec of 2D Adaptive Directional Lifting based SPL5/3 with Improved SPIHT Algorithm for Lossless Image Coding
SH Dabhole, ST Jadhav

MOST CITED SCHOLAR PUBLICATIONS

Effect of substrate temperature on physicochemical and gas sensing properties of sprayed orthorhombic V2O5 thin films
AA Mane, PS Maldar, SH Dabhole, SA Nikam, AV Moholkar
Measurement 131, 223-234 , 2019
2019.0
Citations: 41
An efficient modified structure of CDF 9/7 Wavelet based on adaptive lifting with SPIHT for lossy to lossless image compression
SH Dabhole, VA Gundale, J Potgieter
2013 International Conference on Signal Processing, Image Processing … , 2013
2013.0
Citations: 8
An optimal imf selection based on fast beemd with dlac analysis for detection of polyp and ulcer in wce images
ST Jadhav, SH Dabhole
2015 2nd International Conference on Electronics and Communication Systems … , 2015
2015.0
Citations: 6
An efficient codec of 2D adaptive directional lifting based on CDF9/7 with improved SPIHT algorithm for lossy to lossless image coding
SH Dabhole, ST Jadhav
2015 2nd International Conference on Electronics and Communication Systems … , 2015
2015.0
Citations: 5
Performance evaluation of traditional and adaptive lifting based wavelets with spiht for lossy image compression
SH Dabhole, VA Gundale, J Potgieter
2013 International Conference on Signal Processing, Image Processing … , 2013
2013.0
Citations: 5
An Optimal Detection of Polyp and Ulcer in WCE Images using Fast BEMD with DLac Analysis
ST Jadhav, SH Dabhole
International Journal of Innovative Technology and Exploring Engineering 4 (7) , 2014
2014.0
Citations: 2
Modified adaptive lifting structure of CDF 9/7 wavelet with Spiht for lossy image coding
SH Dabhole, VA Gundale, J Potgieter
International Journal on Recent Trends in Engineering & Technology 8 (2), 95 , 2013
2013.0
Citations: 1
An Efficient Codec of 2D Adaptive Directional Lifting based SPL5/3 with Improved SPIHT Algorithm for Lossless Image Coding
SH Dabhole, ST Jadhav

Publications

Efficient lossy Image compression Using Adaptive Directional Lifting Based 9/7 wavelet Transform. International Journal of Emerging Technologies in Computation al and Applied Sciences (Print): 2279- 0047 (Online): 2279-0055 - IJETCAS12- 203 Vol. 02, issue1,pp. 05-11 ., 2012 30-10-2012
Modified Adaptive Lifting Structure Of CDF,9/7Wavelet With Spiht For Lossy Image Coding, International Journal on Recent Trends in Engineering and Technology(print): 2249-7277(online): 2277-7970), Vol. 8, No. 2,Jan 2013, 01.
An Efficient Codec of 2D Adaptive Directional Lifting Based SPL5/3 With Improved International Journal of Innovative Technology and Exploring ISSN: 2278–3075 (Online) Volume-4 Issue-7, Page No.: 100- 107,December 2014.
Optimal Design of Update and Predictions of Adaptive Directional Lifting based on CDF9/7 or SPL 5/3 for lossy to lossless Image Compression International Journal of Innovative Technology and Exploring Engineering ISSN: 2278–3075(Online) Volume-6 Issue- 5, Page No.: 1-11,October 2016.
Optimum performance of 802.11g WLAN for various chanel conditions National Conference on Sun Rising Technologies,Parshvanath College of in association with Mumbai,Nov. 2005
Performance evaluation of SPIHT for an efficient Image coding National Conference on advanced computing & Computer Network NCACCN 2007 college of Engg. Ahmednagar, MaharashtraMarch 2007
Performance analysis of embedded Zero Tree wavelet (EZW) coder for 2D images National Conference on advanced computing & Computer Network NCACCN 2007 college of Engg. Ahmednagar, Maharashtra March 2007
Optimum Lloyd-Max quantizer for wireless data transmission through scalable Joint source/ channel coding technique National Conference on advanced computing & Computer Network NCACCN 2007, college of Engg. Ahmednagar, Maharashtra March 2007
Acquisition of images through fling mechatronic kite and camera set up for intelligent Image processing, National Conference on recent trends in manufacturing (NCRTM 2006),KIT”s college of engineering, Kolhapur,7-8 Jan. 2006
Web server on nios-II Embedded processor International Conf. on Advances in manufacturing & technology Management (ICAMTM-2007) Parshvanath College of in association with Mumbai,18-20 Jan,2007

GRANT DETAILS

AICTE MODROB fund of 25.30 Lacs INR
Atal Community Innovation Centre(ACIC 2019) 244 Lacs INR
DST - NIMAT Project 2019-20 (EAC) 20,000.00 INR

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

Self Powered Bike (TRL 7)
Homogeneous Charged Compression Ignition Technology
(TRL 6)

CONSULTANCY

MATLABS based Engineering Solutions provider since 2010
Freelancer for since 2015

Industry, Institute, or Organisation Collaboration

DST Sponsored Three EAC camp (398)
HR TPO Meet (36)
DST sponsored FDP (21)
For Community Training
Business Innovation
Support for Capstone and Micro Projects
Expert Lecture, Workshop
Consultancy and Services
Business Support
Market access
Proposal to ACIC
Silver Ranking by AICTE n CII
R&D

INDUSTRY EXPERIENCE

Mobile Appliances (India) PVT. LTD at Software Engineer, 01-08-2002 To 27-08-2003, Designing, Implementing and testing the GPS

STARTUP

Director, Siddham Innovation and Business Incubation Centre, Kolhapur and SIBIC Institute of Technology, Kolhapur.
Alfha Studies India LLP for learning and working at the same time is now possible to shape your successful career with our experts.

SOCIAL, ECONOMIC, or ACADEMIC BENEFITS

Skool Connect-19 (Koushalya Setu), Jointly Organized with MSBTE, Mumbai, Awareness About Technical Education at school Sector. (0.5 Lac INR)

Static Career Fair On 14/6/2018, Jointly Organized with MSBTE, Mumbai, Awareness About Technical Education at Rural Sector. (2 Lacs INR)

VTP Skill Development Courses, Approved By Maharashtra State Skill Development Society
Skill Awareness in Society (6Lacs INR)

Two months Training Course with Stipend Jointly Organized with District Industries Centre Kolhapur Short Term Skill Based Courses. (3 Lacs INR)

State Level Technical Quiz, Competition Jointly Organized with MSBTE, Mumbai, Technical content updates for Electrical group. (1 Lac INR)
Anuttara - A Technical Symposium, @ EVERY YEAR Jointly Organized with Robokart Pvt. Ltd., Mumbai, Competition for Skill sets to empower Engineering (4 Lacs INR)