AI-Ml Domain Based Technical Group

Sr.No	Name	Member	Email ID
1	Dr. R Sreemathy	Domain Expert	rsreemathy@pict.edu
2	Dr. M.V. Munot	Domain Leader	mvmunot@pict.edu
3	Mr. A.S. Ingole	Domain Representative	asingole@pict.edu
4	Dr. M.P. Turuk	Team Member	mpturuk@pict.edu
5	Mr. K.V. Sakhare	Team Member	kvsakhare@pict.edu
6	Mrs. M.R. Kale	Team Member	mrkale@pict.edu
7	Mrs. A.A. Bidkar	Team Member	aabidkar@pict.edu
8	Mr. A.S. Ramteke	Team Member	asramteke@pict.edu
9	Mr. A.S. Rasal	Team Member	arrasal@pict.edu
10	Mr. S.K.Choubey	Team Member	skchoubey@pict.edu

Following are the objectives defined

Sr.No	Laboratory Equipment	Quantity	Total Cost in Rs.
1	Dell Optilex 390 & Inspiration 620S Desktop (i3+i5)	27	1170037 /-
2	DSO – Dual Channel , 60 Mhz	2	92000 /-
3	Matlab software Release R2018b	1	806427 /-
4	TMS320C6713 DSK Kit	4	126600 /-
5	Development Kit 8000 OMAP 3570 Beagle board	7	-

Funded Projects

Sr.No	Name of the Faculty	Title	Funding Agency	Amount	Duration	Status
1	Dr. R Sreemathy	An educational teaching and assessment tool for hearing impaired children up to class V for the subjects Mathematics and English using Indian Sign Language	Rajiv Gandhi Science and Technology Commission, Government of Maharashtra, Mumbai	Rs.20, 11,000/-	2017-20	To be Completed
2	Dr. R Sreemathy	Nvidia GPU Grant Program	NVIDIA TITAN XP GPU received for research	-	2018 onwards	ongoing
3	Dr. M.V. Munot Dr. R Sreemathy	Smart Fruit Classification and Grading System	BCUD SPPU	Rs. 1,50,000 /-	2016-2018	Ongoing
4	Dr. M.V. Munot	Development of an Automated System for Cytogenetic Analysis and Classification	DST	Rs.6,72,000 /-	2009-2013	Completed
5	Dr. R. Sreemathy Dr.M.P Turuk	Segmentation and analysis of LV in cardiac MRI	BCUD SPPU	Rs.3,00,000/	2009-2012	Completed
6	Dr. R. Sreemathy	Document Image Analysis and understanding	BCUD SPPU	Rs.1,50,000/	2007-2009	Completed

Consultancy

Sr.No	Faculty Member	Activity Title	Client Name	Date /Duration\
1	Mr. K.V.Sakhare	Corporate Training in MATLAB SIMULINK	L & T Bangalore	30-31 July 2019
2	Mr. K.V.Sakhare	Corporate Training on Digital Signal Processing	UTL Technologies	10 Days August 2018

Ongoing Academic Research and Projects

Sr.No	Ph.D. Scholar	Topic	Guide and Research Centre
1	Mrs. M.R. Kale	Classification of Facial Expressions in Indian Classical Dance Based on Ancient Literature on Histrionics	Prof. P.P.Rege, College of Engineering, Pune
2	Mrs. Anagha Bidkar	Indian classical music Raga recognition played by Indian musical instruments	Dr. R. S. Deshpande; VIIT, Pune
3	Mr. K.V.Sakhare	Shape Based Object Detection in Still Images	Dr. Vibha Vyas College of Engineering, Pune

Patents

Sr.No	Faculty Member	Title of invention	Application details Patent/CopyRight	Year of Process(filed/Published/Granted etc)
1	Dr. M .V. Munot	Automated Karyotyping System	Diary Number : 2515/2020-CO/A (copyright)	Date of filing : 09/02/2020
2	Dr. M .V. Munot	Automated Decision Support System (DSS) for thyroid malignancy detection through USG	Application No: 201721046249A (Patent)	Date of filling of application: 22/12/2017 Publication date : 05/01/2018
3	Dr. M .V. Munot	Automated identification of isolated and overlapping objects using Delaunay Triangulation	Application No: 201821010944A (Patent)	Date of filling of application: 25/03/2018 Publication date : 25/05/2018
4	Dr. M.P. Turuk	“Medical image watermarking techniques for health information systems”	Application number:201721016080, (Patent)	Publication Date: 11/8/17
5	Dr. R. Sreemathy	A System and Method for teaching simple Mathematics using Indian Sign Language	Application number:201621001184 (Patent)	2016

Industry Association (collaborative projects)

• “Development of an Agricultural Mobile Application” in collaboration with Scan Electronics System (Mr. Udayan Phadke ) ( Using AI / ML in video surveillance ) ( Mr. Lalit Patil, Dept. of E&TC Engg., PICT as a Team mate in the activity )
• “ 3 D Modeling ” in collaboration with Prescient Technologies (Mr. Pravin Waghmare) ( Mr. Sunil Khot, Dept. of E&TC Engg., PICT as a Team mate in the activity )

Research Publications

Sr.No	Details
1	Kumar M, Mishra SK, Choubey SK, Tripathy SS, Choubey DK, Das D. Cat “Swarm Optimization based Functional Link Multilayer Perceptron for Suppression of Gaussian and Impulse Noise from Computed Tomography Images” Curr Med Imaging. 2020; 16(4):329-339. doi:10.2174/1573405614666180903115336
2	M. Kumar, S. K. Jangir, S. K. Mishra, S. K. Choubey and D. K. Choubey, “Multi-Channel FLANN Adaptive Filter for Speckle & Impulse Noise Elimination from Color Doppler Ultrasound Images,” 2020 International Conference on Emerging Trends in Communication, Control and Computing (ICONC3), Lakshmangarh, Sikar, India, 2020, pp. 1-4, doi: 10.1109/ICONC345789.2020.9117288.
3	Kale, M. R., & Rege, P. P. Classification of expressions in Indian Classical Dance using LBP. In 2019 IEEE 16th India Council International Conference (INDICON), Dec. 2019,.pp. 1-4.
4	Kale, M. R., & Rege, P. P. Holistic and Component-Based Approaches in Facial Expression Recognition for Performing Arts. IEEE Region 10 Conference (TENCON), October 2019, pp. 2496-2501
5	TulikapriyaSinha, Mousami V. Munot, R. Sreemathy, “An Efficient Approach for Detection of Autism Spectrum Disorder Using Electroencephalography Signal”, Taylor & Francis Production: IETE Journal of Research, 2019, DOI: 10.1080/03772063.2019.1622462
6	Pallavi Mote, Kaustubh Sakhare, Vibha Vyas, “ Vehicle Detection using Faster R-CNN” International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND2019)
7	Kaustubh Sakhare, Tanuja Tewari, Vibha Vyas, “Review of Vehicle Detection Systems in Advanced Driver Assistant Systems”, Achieves of Computational Methods in Engineering, Springer Journal March 2018
8	A. A. Bidkar, R. S. Deshpande and Y. H. Dandawate, “A Novel Approach for Selection of Features for North Indian Classical Raga Recognition of Instrumental Music,” 2018 International Conference On Advances in Communication and Computing Technology (ICACCT), Sangamner, 2018, pp. 499-503, doi: 10.1109/ICACCT.2018.8529392.
9	Kaustubh Sakhare, Tanuja Tewari, Vibha Vyas, “Vehicle Detection in Aerial images using Selective Search with a simple deep learning based combination classifier Proceedings of the Third International”, Conference on Microelectronics, Computing and Communication Systems: MCCS 2018
10	Mousami V. Munot, Prachi Joshi, Madhuri Joshi, Parag Kulkarni, “An Incremental Approach for Efficient Karyotyping Systems”, Journal of Medical Imaging and Health Informatics, Vol. 6, Issue 1, 2016, pp. 221-225
11	Y. H. Dandawate, P. Kumari and A. Bidkar, “Indian instrumental music: Raga analysis and classification,” 2015 1st International Conference on Next Generation Computing Technologies (NGCT), Dehradun, 2015, pp. 725-729, doi: 10.1109/NGCT.2015.7375216.
12	Mousami P. Turuk, Ashwinikumar P. Dhande, “A Novel Reversible Multiple Medical Image Watermarking For Health Information System”, Springer Journal of Medical Systems. (DOI: 10.1007/s10916-016-0608-0).
13	Mousami P. Turuk, Ashwinikumar P. Dhande, “Reversible Watermarking Approach for Health Information System”, ICTACT Journal on Image and Video Processing.(DOI:10.21917/ijivp.2017.0203).
14	Mousami P. Turuk, Ashwinikumar P. Dhande, Kalgaonkar P. P., “Performance evaluation of frequency domain techniques for efficient storage of patient information with medical images”, IEEE International Symposium on Signal Processing and Information Technology Dec.2014,pp.173-178.(DOI:10.1109/ISSPIT.2014.7300583).
15	Mousami P. Turuk, Ashwinikumar P. Dhande. “Interleaving Scheme for Medical Image Authentication”, International Conference on Emerging Research in Computing, Information, Communication and Applications, Springer, Singapore, 2016, pp. 669-681.( DOI 10.1007/978-981-10-0287-8_61).
16	Mousami P. Turuk, Ashwinikumar P. Dhande, “Blind Fragile watermarking technique for security of medical images”, International conference on Electronic Systems, Signal Processing and Computing Technologies, 9-11 Jan.2014, ICESC-2014.
17	Mousami Munot, JayantaMukhopadhyay, Madhuri Joshi, “A Novel Approach for Efficient Extrication of Overlapping Chromosomes in Automated Karyotyping”, Springer Journal of Medical and Biological Engineering and Computing, Vol. 51, Issue 12, 2013, pp. 1325–1338
18	Prachi Joshi, MousamiMunot, ParagKulkarni, Madhuri Joshi, “Efficient Karyotyping of Metaphase Chromosomes Using Incremental Learning”, The IET Journal of Science Measurement and Technology, Vol.7, Issue 5, 2013, pp. 287-295.

Book Publications

Name of the faculty: Dr.M. V .Munot

Book Publications (International Publication)
Title of the book	Research Methodology: A Practical and Scientific Approach
Publisher	CRC Press (Taylor and Francis Group )
Published on	February 4, 2019
ISBN No	9780815385615
Reference No	CAT# K344969
Editors	Vinayak Bairagi, Mousami V. Munot
Details	Chapters: 8 – Reference – 304 Pages – 87 B/W Illustrations
Cost	£ 79.95 (Hard copy) ( approx. Rs. 7,030.37) £ 37.79 (eBook) £ 21.00 (e book rental )
Book Chapter (Contributed in an International Book)
Title of the book	Research Methodology: A Practical and Scientific Approach
Publisher	CRC Press (Taylor and Francis Group )
Published on	February 4, 2019
Title of Chapter	Plagiarism (Chapter No. 7)
Authors	Mousami V. Munot, Sesha S. Srinivasan , Anand S. Bhosale

Sr.No	Faculty Member(Organizer)	Name of the Eminent Personality Visited	Topic
1	Dr. M. P. Turuk PICT-International Relations	Dr. Eranja Udayanga Padumadasa Queen Mary University of London	Mirror Mirror on the Wall, The AI Knows it All: Political Economy of data ( 6/2/2020 )
2.	Dr.M.P.Turuk PICT- International Relations	Maryam Erfanian ( United New Zealand )	Acoustic Measurement and Analysis for disorder of Speech / Career Trends in Software Industry in New Zealand and Globally ( 1/10/2019 )
3.	Dr.M.P.Turuk Dr.M.V.Munot	Rajani Vanarase, Principal Software Engineer, Rocket Softwae	Expert lecture on Machine Learning Algorithms ( 23/2/2019 )
4.	Dr.M.V.Munot ,Dr.M.P.Turuk PICT-International Relations	Dr. Gary Ushaw Director of Business and Engagement at the School of Computing, Newcastle University UK	Computer Game Technology (4/2/2019 )

Sr.No	Faculty Name	Title	Organizers	Academic Year
1.	Ms. A. M. Kulkarni	Algorithms and Techniques for Signal Processing	TEQIP-III (CoE S&IP) sponsored, Co-sponsored by Department of Electronics and Telecommunication, COEP and Department of ECE and Department of of CSE, MTU, Imphal	2020-21
2.	Ms. A. M. Kulkarni	Signal Processing based on Time-Frequency Domain by Dr. Ram Bilas Pachori IIT Indore	IEEE signal processing chapter Pune section, and MES’s coe E & TC dept., Pune	2020-21
3.	Ms. A. M. Kulkarni	How to Write a Research Paper by Dr. S. N. Londhe, Professor, VIIT, Pune and BOS Chairman, Civil Engineering, SPPU, Pune.	Dept. of Civil ENgg., STES’S SCOE	2020-21
4.	Mr. A. S. Ramteke	Research and Publication Ethics	Research & Promotion Cell , Prof Ram Meghe Institute of Technology and Research, Badnera-Amravati.	2020-21
5.	Mr. A. S. Ramteke	VIRTUAL LABS: HANDS-ON WORKSHOP	BoS (E & TC) Savitribai Phule Pune University (SPPU) & Virtual Labs-Indian Institute of Technology Bombay, Mumbai	2020-21
6.	Mr. A. S. Rasal Ms. M. R. Kale Dr. M. P. Turuk Dr. M. V. Munot	Online National FDP on “ Artificial Intelligence”	Department of Information Technology, Anil Neerukonda Institute of Technology & Sciences in collaboration with BrainOVision & National Youth Council of India	2019-20
7.	Ms. M. R. Kale Dr. M. P. Turuk Dr. M. V. Munot	Machine Learning and Deep Learning Applications in Engineering and Science (MLDL AES 2020),	Technical Education Quality Improvement Program, Organized by Civil Engg. Dept. GCoE, Karad	2019-20
8.	Ms. A. M. Kulkarni Mr. K. V. Sakhare Dr. M. P. Turuk Dr. M. V. Munot	Signal, Image & Video Processing: A Practical Approach (SIVPAPA-2020)	Technical Education Quality Improvement Programme (TEQIP Phase III) Organized by E&TC Engg. Dept. GCoE, Karad	2019-20
9.	Mr. A. S. Rasal Ms. A. M. Kulkarni Ms. M. R. Kale Mr. K. V. Sakhare Dr. M. P. Turuk Dr. M. V. Munot	Python 3.4.3 training	RMD Sinhgad School of Engineering in association with Spoken Tutorial –IIT Bombay	2019-20
10.	Dr. M. P. Turuk Dr. M. V. Munot	Best Practices of Research Paper Writing	Quad editing services	2019-20
11.	Ms. M. R. Kale Dr. M. P. Turuk Dr. M. V. Munot	Intellectual property rights and patent facilitation	MIT ADT	2019-20
12.	Mr. A. S. Rasal	Online training course on Python Programming 3.4.3 (1 Week)	PICT and Spoken Tutorial, IITB	2019-20
13.	Mr. Amol Ingole	Technical training on Machine Learning using MATLAB	Pantech	2019-20
14.	Mrs. M. R. Kale	Summer School on “Signal Processing” (1 week)	IIT, Bombay	2017-18
15.	Mrs. M. R. Kale	STTP on “Image Processing” (1 week)	COEP, Pune	2017-18

Sr.No	Faculty Name	Title	Organizers	Academic Year
1.	Mr. A.S. Rasal	Certification course on “AI for everyone”	Coursera	2020-21
2.	Mr. A.S. Rasal	Self-paced training course “Deep Learning Onramp”	MathWorks Training services	2020-21
3.	Mr. K.V. Sakhare	Advanced Machine Learning and Signal Processing Motion Planning for Self-Driving Cars	Coursera (Ongoing )	2020-21
4.	Dr. M. P. Turuk Dr. M. V. Munot	Machine Learning for All	Coursera	2020-21
5.	Dr. M. P. Turuk	Machine Learning	NPTEL	2020-21
6.	Mr. M. R. Kale	One Fourth Labs (online course on Deep Learning)	PadhAI	2019-20
7.	Mr. M. R. Kale	Image Data Augmentation with Keras (Guided Project)	Coursera	2019-20
8.	Dr. M. V. Munot	NPTEL course on Machine Learning	NPTEL	2019-20
9.	Mr. M. R. Kale Dr. M. V. Munot	Deep Learning	NPTEL	2018-19
10	Mr. M. R. Kale	Machine Learning	NPTEL	2018-19
11.	Dr. M. P. Turuk	Digital Image Processing	NPTEL	2018-19
12.	Dr. M. P. Turuk	Digital Image Processing of remote sensing	NPTEL	2018-19

Name of the faculty: Dr. M.V. Munot

1. Delivered an expert talk on “Artificial Intelligence”, during a Student Training Program on “Machine Learning, IoT and Sensor Technology” organized by AISSMS’s IOIT, Pune (16/7/2020)
2. Delivered an expert talk on “Artificial Intelligence and Applications of AI in real world”, during the “Technical skill development series” organized by the Department of Computer Engineering, K. K. Wagh Institute of Engineering and Research, Nashik. (11/7/2020)
3. Delivered an expert talk on “Deep Learning Techniques”, during one week TEQIP-III sponsored STTP on “Image Processing & Data Science with MATLAB” from 07^th to 11^th July 2020. Government College of Engg, Aurangabad (8/7/2020)
4. Delivered expert session on “Mendeley, Reference Managing tool”, RSCoE, (9/4/2020 )
5. Delivered expert session on “How to submit paper to reputed journals” , AISSMS-IoT,( 20/3/2019 )
6. Session chair for 2^nd IEEE international Conference on Emerging Smart Computing & Informatics (ICESCI)-2020, Track: Image and Signal Processing (13/ 3/2020)
7. Delivered expert session on “Mendeley, Reference Managing Tool” at AISSMS-IoT (25/2/2020)
8. Delivered expert session on “Machine Learning – Matlab Implementation” during One week STTP on “Artificial Intelligence and Medical Image Processing” at Department of Bio-Medical Engineering, College of Engineering and Technology, Belagavi, ( 19/01/2018 )
9. Delivered expert session on “Image Processing: Chromosome Analysis” during FDP on “Advanced Digital Signal Processing Techniques for Bio-Medical Research and Applications” at Department of Bio-Medical Engineering, College of Engineering and Technology, Belagavi, ( 22/06/2016 )

Name of the faculty: Dr. M .P. Turuk

1. Worked as Resource person in Faculty Orientation workshop , BE E &TC 2015 Course :Digital Image and Video Processing, under Ages of BOS E&TC,SPPU, at D.Y. Patil Institute of engineering and Management,( 13/7/18 )

Name of the faculty: Mr. K. V. Sakhare

1. Delivered an Expert talk in the STTP on Image Processing conducted by COEP , Pune in 2018-19.
2. Worked as panelist for Disaster Management Panel Discussion organized by Priti Jain for SE Comp students of PICT on 25/7/2020
3. Delivered an expert session on “ Convolution Neural Network : Babysitting approach of Implementation” During TEQIP-III (CoE S&IP) sponsored One-week Faculty Development Program on “Algorithms and Techniques for Signal Processing” Co-sponsored by Department of Electronics and Telecommunication, COEP and Department of ECE and Department of of CSE, MTU, Imphal 14 to 18 July 2020

Name of the faculty: Mr. K. R. Kale

1. Topper of the course on Mathematics for Signal Processing during the Ph.D. Coursework at COEP, Pune.

Name of the faculty: Dr. M .V. Munot

1. Fellowship from Indian National Academy of Engineering (INAE) for research work under Dr. Jayant Mukhopadhyay, HOD Dept of Computer Sciences and IT, Indian Institute of Technology, Kharagpur, India (May- July 2012)
2. DST- ITS (Department of Science and Technology –International Travel Grant) to present a research paper at IET –Image Processing ConferenceLondon, UK (July 2012)

Name of the faculty: Mr. K. V. Sakhare

1. Automatic ticket assignment: for IT service management
2. Object detection with state of the deep learning approaches

Dr. M. V. Munot serving as an external expert for the PhD progress monitoring committee at Dept. of E&TC, VIIT Research Center and BVCoE Research Center.

Sr.No	Student Name	Topic	Academic Year
1	Mr. Kaushik Daspute Mr. Hemang Pandit Shweta Shinde	Real time voice cloning Achievement: “Real Time Voice Cloning”, International Journal Of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.1306-1312, June-2020, Available :http://www.jetir.org/papers/JETIR2006189.pdf	2019-20
2	Mr. Ninad Talware Mr. Hrishikesh Jadhav Mr. Mayur Bhavsar	Continuous Indian Sign Language Gesture Recognition Achievement: INC2020: Third Winner	2019-20
3	Ms. Pradnya Patil Mr. Hrushikesh Patel	MR Image segmentation using CNN	2019-20
4	Ms. Siddhi Changede Mr. Ashvary Sharma Mr. Yash Agarwal	American sign language(ASL) recognition	2019-20
5	Ms. Neha Neve Mr. Rohan Naidu Ms. Jasmine Panda	Alphanumeric hand gesture recognition system	2019-20
6	Ms. Shreya Mahadik Ms. Malvika Shirke Ms. Ketaki Nangare	Automated detection & Emergency vehicle road clearance system	2019-20
7	Mr. Asad Iqbal Mr. Nilesh Bagal	Cyber threat detection using machine learning	2019-20
8	Ms. Bhagshree Umarikar Ms. Vaishanavi Kotalwar Ms. Kshitija Patange	Dietbot using python	2019-20
9	Mr. Kaushal Rathi Mr.Satyajeet Nigade	Violence Detection using ML	2019-20
10	Mr. Shubham Deshpande Mr. Shounak Chepe Ms. Rucha Khopkar	Deep Learning approach for facial emotion recognition	2019-20
11	Ms. Minal Nakawe Mr. Akshay Shinde Ms.Rohini Kamble	AI Healthcare chatbot system	2019-20
12	Ms. Urmika Koul Mr. Animesh Jain	Classification of skin cancer using CNN	2019-20
13	Mr. Jaydeep Foujdar Mr. Omkar Gharmalkar Mr. Harsh Kaushal	Intelligent chatbot	2019-20
14	Mr. Somani Mahesh Mr. Chhajed Adesh Ms. Chopde Shweta	IQ test using ML	2019-20
15	Ms. Neha Dhane Ms. Shruti Patil Ms. Puja Pitaliya	Prediction using human behavior using handwriting	2019-20
16	Mr. Ashlesh Khajbage Ms. Maitreyee Jamdade Ms. Shruti Mohankumar	Object Detection of Aerial imagery using deep learning	2019-20
17	Ms. Aishwarya Pampatwar Ms. Aradhana Salunke	Detection of phishing website using ML	2019-20
18	Mr. Yash Govilkar Mr. Shubham Kale Mr. Kshitij Mahajan	Implementation & optimization of ML Algorithms	2019-20
19	Mr. Mayur Patil Mr. Amit Jadhav	Handwritten text recognition system	2019-20
20	Ms. Pallavi Kokare Ms. Simran Chougule Ms. Pratiksha Bhosale	DAS for robotic finger using nitinol wire	2019-20
21	Mr. Akash Pal Mr. Anmol Kumar	Smart Beauty Assistant	2019-20
22	Mr. Ankush Ingole Mr. Nikhil Malshette Mr. Pramod Narwade	Electricity saving using image processing	2019-20
23	Mr. Kaustubh Gaikwad Mr. Aadesh chopade Mr. Piyush patil	Disease Precition System(E-Doctor)	2019-20
24	Mr. Pratik Tribhuwan Mr. Adil Sache Ms. Darshana Choudhary	ECG Based Cardio Monitoring System	2019-20
25	Mr. Sahil Nahar Ms. Naomi Motwani Mr. Faraz Mogal	Recognition And Selection Of Learning Styles To Personalize Courses For Students	2019-20
26	Mr. Omkar Kamble Mr. Shubham Kanse Ms. Sakshi Lohiya	Voice Controlled Chess	2019-20
27	Ms. Himani Adsar Ms. Riddhi Changede Ms. Pragati Khekale	Oral Cancer Detection	2019-20
28	Manasi Vyas Dhansahree Mokashi Shreya Nipane	EEG Stress management system	2019-20
29	Sunny Rathod Durgesh Salunke	Automatic music genre classification	2019-20