Dr. Raghunath Sambhaji Holambe
Professor

Shri Guru Gobind Singhji (SGGS) Institute of Engineering & Technology
Vishnupuri, Nanded-431 606 (MS)
Email(s): rsholambe@yahoo.com; rsholambe@gmail.com
Phone : 0   Mobile: 9850297269   Fax: 0

Brief Biography

Raghunath S. Holambe received the B.E. (instrumentation) and M.E. (instrumentation) degrees from Shri Guru Gobind Singhji (SGGS) Institute of Engineering and Technology, Vishnupuri, Nanded, Maharashtra State, India, in 1985 and 1990, respectively, and the Ph.D. degree from Indian Institute of Engineering and Technology (I.I.T), Kharagpur, India, in 1997. He worked as a consultant for 2 years in Siemens Information Systems Ltd., India. Presently he is working as a Professor in the Department of Instrumentation mEngineering at SGGS Institute of Engineering and Technology, Nanded, India. His research interests include digital signal processing, image processing, filter banks, applications of wavelet transform, biometrics, and real-time processing of signals using digital signal processors (DSPs).



Qualification Details

Sr. No. Qualification Institute University Year of Passing Marks/Remarks
1

HSC

H. S. C. Board Aurangabad

1981

62.33

2

B.E. (Instrumentation Engineering)

SGGS Collage of Engineering and Technology, Nanded

Marathwada University Aurangabad

1985

60.81

3

M.E. (Instrumentation Engineering)

SGGS Collage of Engineering and Technology, Nanded

Marathwada University Aurangabad

1990

69.68

4

Ph.D

Indian Institute of Technology, Kharagpur, India

1997

--

  • M.E. Thesis: Review of Techniques and Development of Software of Computer Aided Design of FIR & IIR Filters
  • Ph.D Thesis: Signal Reconstruction and Identification of Nonminimum Phase System Using Bispectrum: A Phase-Only Reconstruction Approach

Membership Details

Sr.No. Details
1• Life Member of Indian Society for Technical Education (ISTE): (LM – 23319)

Subjects Taught

Sr. No. Title of course Taught Under graduate/Post graduate
1Signals and Systems UG
2Microcontroller and Disgital Signal Processing UG
3Digital Signal Processing UG
4Feedback Control System UG
5Digital Image Processing PG
6Advanced Digital Signal Processing PG
7Modelling and Simulation PG
8Modern Control Theory PG

Teaching Experience

Sr. No. Name of Organization Designation Start Date End Date Total Duration in Years
1SGGS Institute of Engineering and Technology, Nanded (Department of Instrumentation Engineering)Lecturer1985-07-301993-07-1908 Years
2SGGS Institute of Engineering and Technology, Nanded (Department of Instrumentation Engineering)Assistant Professor0093-07-202001-03-107 Years and & Months
3SGGS Institute of Engineering and Technology, Nanded (Department of Instrumentation Engineering) Professor2002-02-07Till DateTill Date

Administrative Experience/Responsibilities Shouldered

Sr. No. Details
1 Administrative:  Presently working as a Dean of Alumni Affairs at SGGS Institute of Engineering and Technology, Nanded. In July 2015, we conducted two Alumni Meets in USA. Now, we are in the process of establishing a chapter of alumni association for North America. Since last eight years I am working as a Rector (Chief of the Hostels) of Hostels of SGGS Institute of Engineering and Technology, Vishnupuri, Nanded. The capacity of the Hostel is around 1000. We are successfully running the hostels with 100% accommodation to girl students. I had shouldered the responsibility of hostels of the same institute for three years as a Warden during very early stage of my career (1990-1993). Since July 2, 2012 to July 9, 2014, I have worked as Head of the Department of Instrumentation, SGGS Institute of Engineering and Technology, Vishnupuri, Nanded.  Also, during academic year 2012-13 I worked as a Head of the Department of Electrical Engineering, SGGS Institute of Engineering and Technology, Vishnupuri, Nanded. I had worked as an Institute Coordinator of Technical Education Quality Improvement Program–I (TEQIP-I) of SGGS Institute of Engineering and Technology, Nanded. The program was launched by Government of India and sponsored by World Bank. Under this program institute received financial support of Rs. 10 crores. Apart from financial support implementation of many transformations like autonomy were expected in this project. We have very successfully implemented this program and we scored 9.3 score on scale of 10 in Academic Audit carried out under the program. I also worked as a Coordinator of TEQIP-II till June 2012. We prepared the Institute Development Proposal (IDP) and planned all activities for Phase-II of the programme.  Apart from this I shouldered several responsibilities like Chief Superintendent for university examinations, Chairman of PG admission committee, member of UG admission committee, in-charge of electrical maintenance of the campus etc. 
2 Research: Since last 25 years, I have been working in Digital Signal/Image Processing. I did my PG and Ph. D. in the same area. I have supervised 9 Ph. D. and around 25 PG students in Digital Signal/Image Processing. While working in Siemens Information Systems Ltd., Pune I had developed “Person Authentication System” based on voice. I am currently working on different biometrics modalities for person authentication. We have published more than 20 research papers in high quality international peer reviewed journals with good impact factor. Apart from this many papers in national journals and national/international conferences have been published.   We have published five books and two book chapters in the area of research. Three research projects have been completed from Digital Signal/Image Processing area.  

Sponsored Projects

Principle Investigator (PI)/Coordinator: 4   Co-investigator/Co-coordinator: 0
Sr. No. Sponsoring Agency Title of the project Type of Project Amount in lakhs Year of Sanction
1TEQIP -II-ICTRobust Iris Recognition SystemInnovation networking project112013-14
2AICTEModernization of electrical machine and control drives laboratoryAICTE-MODROB92013-14
3AICTEBiometrics based person identification and verification for securityAICTE-RPS52008-09
4AICTERestoration of Images degraded by blur and noiseAICTE-RPS31998-99

Research Area of Interest

etc.

Ph.D. Thesis Guided

  Completed: 11       Left: 2       On Going: 7    
Sr. No. Name of the Research scholar Title of the thesis Status Year
1 Yogesh Suresh Angal Speech Recoginition Techniques: Study of Some Aspects and Development of Algorithms
(joint guidance with Dr. R. H. Chile )
Completed Awarded on 2013-03-09
2 JAYANAND PRALHADRAO GAWANDE Wavelet-based Multichannel Human Chromosome Image Compression Completed Awarded on 2016-12-05
3 SWATI PRASHANT MADHE Iris Recognition For Person Authentication Completed Awarded on 2018-06-25
4 Mangesh Sudhir Deshpande Text-Independent Speaker Identification: New Special Feature Extraction Techniques Completed Awarded on 2011-04-19
5 Jayant Venkatrao Kulkarni Automatic Fingerprint Matching: New Feature Extraction Techniques based on Textural Characteristics Completed Awarded on 2008-01-29
6 Dattatraya Vyankatrao Jadhav Person Authentication Based on Facial Features Completed Awarded on 2009-05-05
7 Navnath Sopanrao Nehe Isolated Word Reorganization: New Feature Extraction Techniques Completed Awarded on 2010-10-09
8 Naresh Panjabrao Jawarkar Design and Implementation of Suprvised and Unsupervised Automatic Speaker Recognition System in Indian Language
(joint guidance with Dr. T. K. Basu )
Completed Awarded on 2015-04-13
9 Amol Deodas Rahulkar Novel Approaches to the Design of Separable and Non-separable Filter Banks for Iris Feature Extraction and Recoginition Using K-out-of n : A Post - Classifier Completed Awarded on 2013-04-27
10 Pawan Kamalkishor Ajmera Text independent speaker identification: A review and some novel techniques Completed Awarded on 2012-07-07
11 Ameya Kishor Naik Optimal Compression and Encryption Techniques for Teleisometric Systems Completed Awarded on 2015-03-31
12 Harishchandra Tumba Patil Algorithms for Designing Wavelets to Match a Signal for Compression and Classification Left Awarded on
13 MOHD. ABDUL MUQEET Person Authentication using Face Recognition Left Awarded on
14 Mukund Bhausaheb Nagare New Designs Techniques of Wavelet Filter Banks On Going
15 VANDANA VISHWANATHRAO KALE Medical Image Feature Extraction and Retrieval using separable and Non Separable Filter Bank
(joint guidance with Dr. S. T. Hamde )
On Going
16 MAHESH PANDURANG POTADAR Traumatic Brain Injury Assessment Using Image Analysis Techniques On Going
17 Siddheshwar Sudarshan Chavan Satellite Image Analysis On Going
18 SHASHIKANT RANGNATHRAO KALE Satellite Image Analysis for Agricultural Applications (old-Satellite Images Analysis by using Deep Learning) On Going
19 PRAMOD DHONDIRAM JAGTAP Analysis of Lung cancer using deep learning On Going
20 PARMESHWAR SHYAMSUNDAR PATIL Image Processing On Going

Master's Thesis Guided

Sr. No. Name of the Student Title of the thesis Status Level Year
1 Nachiket M. Gondhalekar Development of Robust Low Cost Iris recognition System using Raspberry-pi Awarded M.Tech. 2015
2 Sonappa V. Ubale Iris Recognition System: Half Iris feature Extraction and Recognition Awarded M.Tech. 2014
3 Mukund B. Nagare Human Face Detection and Recognition System Awarded M.Tech. 2014
4 Ganesh Kacharu Nikam Development of Online Face Detection and Recognition System Awarded M.Tech. 2013
5 Gajanan S. Shidardi Design of an Algorithm for Robust Iris Recognition System: Selective Signatures Classification Approach Awarded M.Tech. 2013
6 Pooja P. Deshmukh Online Signature Verification Awarded M.Tech. 2012
7 Sarika V, Bhavsar Automation of Vapour Absorption Machine/Chiller Awarded M.Tech. 2011
8 Shrishali Sharad Gajbhar Person Verification System Based on Iris Texture Recognition Awarded M.Tech. 2011
9 Swapnil Sudhir Vekhande Fingerprint Orientation Refinement and Classification Based on 2D Fourier Expansion Awarded M.Tech. 2010
10 Raghvendra Seth Speech Recognition using TMS320C6713 DS Awarded M.Tech. 2009
11 Pralhad V. Toke Implementation of Real Time Applications on TMS320C6713 Awarded M.Tech. 2008
12 Prashant Sharad Sonar Real Time Video Data Compression Awarded M.Tech. 2007
13 Mohammed Abdul Muqeet Residual Excited Linear Predictive Vocoder System with TMS320C6713 DSP Awarded M.Tech. 2007
14 Sanjay Ganesh Kanade Fingerprint Verification: Complex Wavelet Transform Approach Awarded M.Tech. 2006
15 Bhushan D. Patil Person Verification Based on Fingerprint Awarded M.Tech. 2005
16 T. Madhav Face Recognition, PCA and SVD Based Algorithms Awarded M.Tech. 2004
17 Pawan K. Ajmera Speaker Recognition Based on Vector Quantization and Polynomial Classifier June 2004 Matlab Awarded M.Tech. 2004
18 Hemant A. Patil Study of Wavelets and Filter Banks Awarded M.Tech. 2001
19 Sanjeevani S. Kadtane Image Data Compression using Laplacian Pyramid and Vector Quantisation Awarded M.Tech. 2001
20 Navnath S. Nehe Digital Image Compression using Linear Prediction Awarded M.Tech. 2000
21 A. S. Deshmukh Digital Image Restoration using Different Techniques Awarded M.E. 2000
22 Alka R. Patil Image Compression using Wavelet Transform and Vector Quantization Awarded M.E. 2000
23 S. J. Bagul Model Reuction of 2-D Discrete System based on Pade Type Approximation Awarded M.E. 1999
24 Multiscale Feature and Neural Network for Texture Segmentation Awarded M.Tech. 1999
25 K. K. Warhade Image Restoration by Wavelet Expansion Awarded M.Tech. 1999
26 Sunil Jadhav Multichannel Restoration of Single Channel Images Using a Wavelet-Based Subband Decomposition Awarded M.Tech. 1999
27 S. G. Hirlekar Phase and Magnitude Recovery from Bispectrum Awarded M.Tech. 1998
28 Sonal C. Deshpande Image Compression and Classification using Laplacian Pyramid Awarded M.Tech. 1998
29 Vullanki Rajesh Texture Classification using Wavelet Transform Awarded M.Tech. 1998
30 G. G. Bhutada PC Based Implementation of PID Controller for Studying the Effects of Tuning Parameters Awarded M.Tech. 1998

Publications Summary

1 International Journal 28
2 National Journal 3
3 International Conference 32
4 National Conference 13
Total 76
5 Book(s) 8
6 Book Chapter(s)2
Total 10

Publications in Journal

Publications in International Journal :28
Sr. No. Details
1Jayanand P. Gawande, Amol D. Rahulkar & Raghunath S. Holambe “Design of regular biorthogonal wavelet filter banks using generalized and hybrid lifting structures.” Signal Image and Video Processing (Springer) Volume 9, Issue 7, October 2015. (Impact factor 1.430)
2A. K. Naik and R. S. Holambe  “A New Approach to the Design of Low Complexity 9/7 tap Wavelet Filters with Maximum Vanishing Moments" IEEE Trans. on Image  Processing, Vol. 23, No. 12, pp. 5722-5732, Dec. 2014.
3A. K. Naik and R. S. Holambe  “Design of Low-complexity High - Performance Wavelet Filters for Image Analysis” IEEE Trans. on Image  Processing, Vol. 22, No. 5, pp. 1848-1858, May 2013, (Impact Factor 3.19)
4Amol D. Rahulkar, Laxman M. Waghmare and Raghunath S. Holambe,“A New Approach to the Design of Hybrid Finer Directional Wavelet Filter Bank for Iris Feature extraction and Classification Using k-out-of-n:A post-Classifier”, Springer-Verlag, Pattern Analysis and Applications (In press: Available Online, April 27, 2013) (Impact factor 0.814).
5P. K. Ajmera, R. S. Holambe, ``Fractional Fourier Transform Based Modified MFCC Features for Speaker Recognition Using Support Vector Machine,'' Computer and Electrical Engineering (Elsevier Press)  (available on line from June 13, 2012) (Impact factor -.484).
6Y. S. Angal, M. S. Deshpande, R. S. Holambe and R. H. Chile, “Speech Recognition in Noisy Conditions using radon transform and Discrete Cosine Transform from the Features Derived from Gammatone Filter Bank,” CiiT International Journal of Digital Signal Processing, vol.4, no.4, pp.175-181,April-2012, (Impact factor 0.102).
7Y. S. Angal, A. D. Rahulkar, R. S. Holambe and R. H. Chile, “Design of Wavelet Packets Based on New Class of Triplet Half Band Filter Bank for the Feature Extraction of Speech Signal”,  CiiT International Journal of Digital Signal Processing, Vol 4, No 3, pp. 99 - 105, March 2012 (Impact factor 0.102).
8A. D. Rahulkar and R. S. Holambe, "Half-Iris Feature Extraction and Recognition Using A New Class of Biorthogonal Triplet Halfband Filter Bank and Flexible k-out-of-n: A Post-Classifier.", IEEE Transactions on Information Forensics and Security vol. 7  No. 1, February 2012 pp 230-240 (Impact Factor 2.38)
9A. D. Rahulkar and R. S. Holambe, “Partial Iris Feature Extraction and Recognition Based on a New Combined Directional and Rotated Directional Wavelet Filter Banks” Neurocomputing, vol. 81, April, 2012 pp. 12-23 (Elsevier Press), (Impact Factor 1.440).
10A. D. Rahulkar, D. V. Jadhav and R. S. Holambe,” Fast Discrete Curvelet Transform Based Anisotropic Iris Coding and Recognition Using k-out of - n: A Fused Post-Classifier.”, Springer, Machine Vision and Applications Vol. 23, pp. 1115-1127, 2012 (Impact factor 1.48)
11Amol D. Rahulkar, Bhushan D. Patil and Raghunath S. Holambe,“A New Approach to the Design of Biorthogonal Triplet Halfband Filter Banks Using Generalized Halfband Polynomials”,  Signal  Image and Video Processing (Springer) (In press; available online September 30, 2012) (Impact factor 0.409)
12P. K. Ajmera, N. S. Nehe, D. V. Jadhav, R. S. Holambe,  “Robust Feature Extraction from Spectrum Estimated Using Bispectrum for Speaker Recognition” International Journal of Speech Technology Vol. 15, No. 4, June 2012(Springer)
13P. K. Ajmera, D. V. Jadhav, and R. S. Holambe, “Text Independent Speaker Identification Using Radon and Discrete Cosine Transforms Based Features of Speech Spectrogram”.  Pattern Recognition (Elsevier Publication), 44 (2011) (Impact Factor 2.554) pp. 2749-2759
14P. K. Ajmera, R. S. Holambe, ``Speaker Recognition Using Auditory Features and Polynomial Classifier,'' International Journal of Computer Applications,(IJCA), vol. 1, no. 14, pp. 91-95, Feb. 2010 (impact factor 0.8).
15D. V. Jadhao, R. S. Holambe, “Rotation, illumination invariant polynomial kernel Fisher discriminant analysis using Radon and discrete cosine transforms based features for face recognition,” Pattern Recognition Letters (Elsevier Press), vol. 31, pp 1002–1009, 2010.(Impact Factor1.303)
16M. S. Deshpande, R. S. Holambe, “Speaker identification using admissible wavelet packet based decomposition,” Journal of Signal Processing, World Academy of Science, Engineering and Technology, vol. 6, no. 1, 2010, pp. 20-23.
17D. V. Jadhav, R. S. Holambe, “Feature extraction using Radon and wavelet transforms with application to face recognition,” Neurocomputing, (Elsevier Press), vol. 72, pp. 1951-1959, 2009 (Impact Factor 1.440).
18N. S. Nehe and R. S. Holambe, “New feature extraction techniques for Marathi digit recognition," International Journal of Recent Trends in Engineering, [ISSN: 1797-9617] Finland, vol. 2, no. 1, pp. 22-24, December 2009.
19M. S. Deshpande, R. S. Holambe, “Teager energy operator based robust speaker identification in noisy environment,” International journal of Computational Intelligence and Healthcare Informatics, 2009, pp. 15-19
20M. S. Deshpande, R. S. Holambe, “New filter structure based on admissible wavelet packet transform for text-independent speaker identification,” International Journal of Recent Trends in Engineering, Academy Press, vol. 2, no. 1, pp. 121-125, Nov. 2009.
21N. S. Nehe and R. S. Holambe, “Robust Bispectrum Features for Isolated Word Recognition," Proc. of IEEE Fourth Inter Conf. on Industrial and Information Systems (ICIIS 2009), Sri Lanka, December 2009
22D. V. Jadhav, R. S. Holambe, “Radon and discrete cosine transforms based feature extraction and dimensionality reduction approach for face recognition,” Signal Processin (Elsevier Press), vol. 88, pp. 2604-2609, 2008 (Impact Factor 1.135).
23D. V. Jadhav, R. S. Holambe, “Multiresolution feature based fractional power polynomial kernel Fisher discriminant model for face recognition,” Journal of Multimedia, Academy Publisher, vol. 3, no. 1, pp. 47-53, May 2008
24J. V. Kulkarni, B. D. Patil and R. S. Holambe, “ Orientation feature for fingerprint matching”, Pattern Recognition (Elsevier Publication), vol. 39, no. 8, pp. 1551-1554, August 2006 (Impact Factor 2.554).
25J. V. Kulkarni, Jayadevan R, Suresh. N.Mali, Hemant. K.Abhyankar and R. S. Holambe, “A new approach for fingureprint classification based on minutiae distribution”, IJCS [ISSN 1306-4428] vol.1 number 4 2006
26R. S. Holambe, T. K. Basu, A.K.Ray, Y.S. Angal, “Signal   Reconstruction From Phase: A New Efficient Closed-Form Solution”, IETE Research Journal. (impact factor 0.076) (accepted for publication).
27R. S. Holambe, A. K. Ray and T. K. Basu,   “Signal phase recovery using bispectrum”', Signal Processing(Elsevier Press), Vol. 55, no.3, pp. 321-337, December 1996. (Impact Factor 2.212)
28R. S. Holambe, A. K. Ray and T. K. Basu, “Phase-only blind deconvolution using bicepstrum iterative reconstruction algorithm (BIRA)”, IEEE Trans. Signal Processing, vol. 44, no. 9, pp. 2356--2359, September 1996 (Impact Factor 1.135).

Publications in National Journal :3
Sr. No. Details
1Y. S. Angal, R. H .Chile and R. S. Holambe, “Speech Recognition for Isolated Words Using MFCC and VQ”  Journal of Instrument Society  of India, Sep-2011,Vol.41,No.3,pp.201-204.
2Y. S. Angal, R. H. Chile and R. S. Holambe,  “Comparison of end Point Detection Algorithms in Isolated Words Speech Signal Processing”, Journal of Instrument Society  of India, vol. 40, No. 4, pp. 305-307 Dec-2010
3S. G. Hirlekar, R. S. Holambe and T. K. Basu, “Phase recovery from bispectrum”, IETE Journal of Research, vol. 46, N0. 3, pp. 139-145, May-June 2000.

Publication in Conference

Publications in International Conference :32
Sr. No. Details
1N. P. Jawarkar, R. S. Holambe, and T. K. Basu, “Use of Fuzzy Min-Max Neural Network for Speaker Identification” In Proc. of IEEE Inter. Conf. On Recent Trends in Information Technology, ICRTIT 2011, Chennai, India – 2011.
2P. K. Ajmera, R. S. Holambe, ``Multiresolution Features Based Polynomial Kernel Discriminant Analysis for Speaker Recognition,'' In Proceedings of the IEEE International conference on Advances in computing, Control, \& Telecommunication Technologies, ACT ’09, Kerla, Dec. 2009, pp. 333-337.
3N. S. Nehe and R. S. Holambe, “Mel Frequency Teager Energy Features for Isolate Word Recognition in Noisy Environment," Proc. of IEEE Inter. Conf. On Emerging Trends in Engineering and Technology, ICETET09, Nagpur, India, pp.  904-908, 16-18 Dec.  2009.
4N. S. Nehe and R. S. Holambe, “Robust Bispectrum Features for Isolated Word Recognition," Proc. of IEEE Fourth Inter Conf. on Industrial and Information Systems (ICIIS 2009), Sri Lanka, December 2009
5N. S. Nehe and R. S. Holambe, “New Feature Extraction Techniques for Marathi Digit Recognition," Proc. of IEEE International Joint Journal Conference in Computer Electronics and Electrical, Kerala, India, December 2009.
6N. S. Nehe and R. S. Holambe, “Isolated Word Recognition using Normalized Teager Energy Cepstram Features," Proc. of IEEE Inter. International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT  2009, Kerala, India, pp. 106-110, 28-29 December 2009.
7N. S. Nehe and R. S. Holambe, “Performance of classifiers on isolated word recognition," Proc. of Inter. conference on Advances in Computer Vision and Information Technology ACVIT'09, Aurangabad, India, December 2009.
8

N. S. Nehe and R. S. Holambe, “Isolated word recognition using polynomial classifier," Proc. of Inter. conference on Control, Automation, Communication and Energy Conservation INCACEC'09, Tamilnadu, India, pp. 1-3, 4-6 June 2009

9N. S. Nehe and R. S. Holambe, “Isolated word recognition using low dimensional features and kernel based classi¯cation," Proc. of IEEE Inter. conference on Advances in Recent Technologies in Communication and Computing ARTCom 2009, Kottayam, Kerala, India, pp. 194 -198, 27-28 October 2009.
10N. S. Nehe, D. V. Jadhav and R. S. Holambe, “Multiresolution features and polynomial kernel subspace approach for isolated word recognition ," Proc. Of ACM Inter. Conf. on Advances in Computing, Communication and Control(ICAC3'09), Mumbai, India, pp. 373-379, 23-24 January 2009.
11

N. S. Nehe and R. S. Holambe, “New robust subband cepstral features for isolated word recognition," Proc. of ACM Inter. Conf. on Advances in Computing,Communication and Control (ICAC3'09), Mumbai, India, pp. 326-330, 23-24 January 2009.

12M. S. Deshpande, R. S. Holambe, “Speaker Identification based on robust AM-FM Features,” Proceedings of second IEEE International conference on emerging trends in engineering and technology (ICETET-2009), Nagpur, December 2009.
13M. S. Deshpande, R. S. Holambe, “New Filter Structure based on Admissible Wavelet Packet Transform for Text-independent Speaker Identification,” Proceedings of IEEE International joint journal conference in Computer, Electronics and Electrical (CEE 2009)
14M. S. Deshpande, R. S. Holambe, “Robust Q Features for Speaker Identification,” Proceedings of IEEE International conference on Advances in Recent Technologies in Communication and computing (ARTCom 2009), Kottayam, Kerala, October 2009.
15M. S. Deshpande, R. S. Holambe, “Teager energy operator based robust speaker identification in noisy environment’, International conference on VLSI and communication (ICVcom-2009), Kottayam, April 16-18, 2009, pp. 541-545
16M. S. Deshpande, R. S. Holambe, “Improving speaker identification in noisy environment,” Proceedings of the 4th Indian International Conference on Artificial Intelligence (IICAI-09), Tumkur, Bangalore, December 2009.
17M. S. Deshpande, R. S. Holambe, “Speaker Discrimination using higher order formant frequencies,” Proceedings of the second International Conference on Advances in Computer Vision and Information Technology (ACVIT-2009), Aurangabad, December 16-18, 2009 (Accepted).
18N. S. Nehe and R. S. Holambe, “Power spectrum difference Teager energy features for speech recognition in noisy environment," Proc. of IEEE Third Inter Conf. on Industrial and Information Systems (ICIIS 2008), Kharagpur, India, 8-10 December 2008.
19N. S. Nehe and R. S. Holambe, “Auditory perception based admissible wavelet packet trees for speech recognition ," Proc. of IEEE Third Inter Conf. on Industrial and Information Systems (ICIIS 2008), Kharagpur, India, 8-10 December 2008.
20

N. S. Nehe and R. S. Holambe, “New feature extraction methods using DWT and LPC for isolated word recognition," Proc. of IEEE TENCON 2008, Hyderabad, India, 18-20 November 2008

21M. S. Deshpande, R. S. Holambe, “Text-independent speaker identification using hidden Markov model,” Proceedings of first IEEE International conference on emerging trends in engineering and technology (ICETET-2008), Nagpur, July 16-18, 2008, pp. 641-644.
22D. V. Jadhao, R. S. Holambe, “Feature Extraction Techniques for Machine Recognition of Human Faces,” International Conference on Sensors, Signal Processing, Communication and Control, Vishwakarma Institute of Technology, Pune, 3-5 January 2008, pp. 34-37 (Invited Paper).
23D. V. Jadhao, R. S. Holambe, “Gabor Wavelet Featured Based Face Recognition using Fractional Power Polynomial Kernel Fisher Classifier for Face Recognition,” Proceedings of the 7th IEEE International Conference on Computational Intelligence and Multimedia Analysis,  (ICCIMA-07), 13-16 December 2007.
24D. V. Jadhao, R. S. Holambe, “Feature Extraction and Dimensionality Reduction Using Radon and Fourier transforms with Application to Face Recognition,” Proceedings of the 7th IEEE International Conference on Computational Intelligence and Multimedia Analysis,  (ICCIMA-07), 13-16 December 2007.
25D. V. Jadhao, R. S. Holambe, “Multiresolution Based Kernel Fisher Discriminant Model for Face Recognition,” Proceedings of 4th IEEE International Conference on Information Technology: New Generation (ITNG-07) published by IEEE Computer society, Los Vegas, Newada, 2-4 April 2007 pp. 848-853.
26D. V. Jadhao, R. S. Holambe, “Gabor Featured Based Classification using the Kernel Fisher Discriminant Model for Face Recognition,” Proceedings of First International conference on Signal and Image Processing, B. V. B. college of Engineering and Technology, Hubli, (India) 7-9 December 2006, pp. 821-825.
27M. S. Deshpande, R. S. Holambe, “Comparative study of Vector Quantization and Gaussian mixture models for speaker recognition,” Proceedings of ASIAN conference on intelligent systems and networks (AISN-2006), Jagadri, Haryana, Feb. 24-25, pp. 58-63, 2006. 
28B. D. Patil, J. V. Kulkarni and R. S. Holambe, “Fingerprint Verification Using Wavelet and Logical Dominant Orientation ”, Proceedings of IET, International conference on Visual Information Engineering 2006(VIE 2006), 26-28 September 2006. 
29

D. V. Jadhav, R. S. Holambe, “Comparing principal component analysis (PCA) with Kernel PCA (non linear PCA) for face recognition” Proc. Int. National Conf. on Cognition and Recognition, pp. 824-830, P. E. S. College of Engineering Mandya, Karnataka, India, Dec. 2005

30R. S. Holambe, A. K. Ray and T. K. Basu, “Recovery of phase of a system from bispectrum”, Proc. Int. National Conf.  On Communications, Computers and Devices (ICCD-2000), pp.675-678, Indian Institute of Technology, Kharagpur, India, Dec. 2000.
31S. N. Talbar, R. S. Holambe and T. R. Sontakke, “Supervised texture classification using wavelet transform”, Proc. Fourth International Conference on Signal Processing, pp.  1177-1180, Beijing, China, October 1998.
32R. S. Holambe, C. B. Deshpande and T. K. Basu, “Review of techniques and development of software for IIR filters”, Proc. 5th International Congress and Exhibition, pp. 162-165, New Delhi, India, November 1991

Publications in National Conference :13
Sr. No. Details
1Y.S.Angal,R.H.Chile and R.S.Holambe, “Speech Recognition for Isolated Words Using MFCC and VQ” National Symposium on Instrumentation on January 7-9, 2011at VTU Belgaum, Karnataka State.
2

M. S. Deshpande, R. S. Holambe, “Comparative study of different speech features for speaker identification,” Proceedings of National conference TSYGECA-06, Aurangabad, Jan. 23-24, 2006, pp. 206-212

3

R. H. Chile, Y. S. Angal, and R. S. Holambe, “Voice activated device control (speech recognition)”, Proc. of the National Conference, Government College of Engineering Aurangabad, Maharashtra pp. 275-281, January 2006

4R. H. Chile, Y. S. Angal, and R. S. Holambe, “Comparative study of different speech features for speaker identification”, Proc. of the National Conference, Government College of Engineering Aurangabad, Maharashtra, January 2006.
5M. S. Deshpande, R. S. Holambe, “Speaker identification using Gaussian mixture models,” Proceedings of national conference on electrical engineering developments, NCEED, Gitam, Vishakhapattnam, July, 17-18, 2005. 
6D. V. Jadhao, R. S. Holambe, "Face recognition based access control system,” Proc. of National Conference on Signal Processing, Communication and Control, VIT, Pune pp. 34-37, July 2005.
7

D. V. Jadhao, R. S. Holambe, "A survey of human and machine recognition of    faces," Proc. of the 2nd National Conference on Intelligent systems and networks, pp. 122-126, February 2005

8D. V. Jadhao, R. S. Holambe, "Validation of Fisher classifier for face recognition," Proc. of the 2nd National Conference on Intelligent Systems and Networks, pp. 118-121, February 2005.
9J. V. Kulkarni, R. S. Holambe and H. K. Abhyankar, “Automatic speaker identification based on covariance and Mahalanobis distance metrics”, Proc. of the National Conference on Signal Processing, Intelligent Systems and Networking, M. S. Ramaiah Institute of Technology MSR Nagar, Banglore, India  pp. 16-18, December 2003.
10R. S. Holambe, A. K. Ray and T. K. Basu, “Nonminimum phase system identification using bispectrum”, Proc. National Conference on Communications, pp. 215-221, Indian Institute of Technology, Kharagpur, January 1999.
11S. N. Talbar, S. C. Deshpande and R. S. Holambe, “Laplacian pyramid for texture classification”, Proc. National Conference on Communications, pp. 269-274, Indian Institute of Technology, Kharagpur, January 1999.
12

R. S. Holambe, A. K. Ray and T. K. Basu, “Signal reconstruction from the bispectrum: A bicepstrum domain approach'', Proc. Indian Conf. Pattern Recog. Image Processing and Computer Vision, pp. 9-13, Indian Institute of Technology, Kharagpur, India, December 1995

13R. S. Holambe, C. B. Deshpande and T. K. Basu, “Computer aided frequency sampling design of nonrecursive digital filter”, Proc. National Conf. Real Time Systems, pp. 275-279, SGSITS Indore, India, February 1991.

Publication of Book

Number of Book(s) Published : 8
Sr. No. Details
1N. S. Nehe and R. S. Holambe, “Mel Frequency Teager Energy Features for Isolate Word Recognition in Noisy Environment," Proc. of IEEE Inter. Conf. On Emerging Trends in Engineering and Technology, ICETET09, Nagpur, India, pp. 904-908, 16-18 Dec.  2009.
2  A. D. Rahulkar and R. S. Holambe , Iris Image Recognition:Wavelet Filter-banks Based Iris Feature Extraction Schemes Springer, New York Dordrecht London, Springer  Briefs in Electrical and Computer Engineering-Signal Processing, 2014.
3R. S. Holambe and M. S. Deshpande Advances in Non-Linear Modeling for Speech Processing, Springer,  New York , USA, 2012 
4Navnath Nehe and Raghunath Holambe “Isolated Word Recognition: New Feature Extraction Techniques” , VDM Publishing House Ltd,  USA 2011
5M. S. Deshpande and R. S. Holambe, Speaker Identification: New Spectral Feature Extraction Techniques; Linear and nonlinear modeling techniques, LAP LAMBERT Academic Publishing GmbH & Co. KG, Germany 2011
6M. S. Deshpande and R. S. Holambe, Speaker Identification: New Spectral Feature Extraction Techniques; Linear and nonlinear modeling techniques, LAP LAMBERT Academic Publishing GmbH & Co. KG, Germany 2011
7S. P. Narote, R. S. Holambe and L. M. Waghmare, Iris Recognition Based New Technique for Person Identification: DTCWWT Based Feature Extraction, VDM Publishing House Ltd,  Mauritius 2011
8Editor of Proceedings of Instrumentation, Control and Signal Processing –2013 (ICSP 2013); The conference was organized by Department of Instrumentation, SGGS Inst of Engg and Tech Vishnupuri, Nanded, organized during   8th -9th July,2013

Publication of Book Chapter

Number of Book Chapter(s) Published : 2
Sr. No. Details
1R. S. Holambe and M. S. Deshpande “Noise Robust Speaker Identification: Nonlinear Modeling Techniques” Advances in forensic speaker recognition: criminal justice and counter terrorism, Springer New York USA (in press)
2

D. V. Jadhao, R. S. Holambe, “Transform Based Feature Extraction and Dimensionality Reduction”, Advances in Face Image Analysis: Techniques and Technologies, Edited by Yu-Jin Zhang (Tsing Hua University), IGI Global Publishing, 2010 [ISBN 10:1615209913], pp120-136.

Resource Person

Sr. No. Name of the Event Topic of Expert Talk Institute/Place Date of Expert Talk
1

Biometrics for Person Verification-

Biometrics for Person Verification

Institute National Des Telecommunication, Evry, France

0000-00-00
2

STTP on "Advances in Control, Automation, Signal and Image Processing"

Signal Modeling for Pattern Recognition

Konkan Gyanpeeth College of Engg., Karjat (Raigad)

2015-06-25
3

STTP on Recent Trends in Computer Vision"

Signal Modeling for Pattern Matching

Yeshwantrao Chavan College of Engg, Nagpur

2015-04-24
4

STTP on “Emerging Trends in Speech Signal Processing”

Introduction to Pattern Classifiers

AISSMS Institute of Information Technology, Pune

2015-01-17
5

three day national seminar on “Interdisciplinary Applications of Digital Signal Processing”

Overview and Advances of Digital Signal Processing

GHRCEM, Wagholi, Pune

2014-01-23
6

Winter School on “Biometrics for Person Authentication: Fundamentals and Advances”

Face Recognition for Person Authentication

Department of Instrumentation, SGGS Inst of Engg and Tech Nanded

2013-12-27
7

STTP “Signal and Image processing

Zeal Education’s Dnyanganga College of Engineering and Research, Pune

2013-04-15
8

STTP on “Advances in Signal and Image Processing (ASIP)”

“Speaker Identification” and “Human Face Recognition”

Government College of Engineering Jalgaon

2012-11-26
9

in short term course on “Linear Algebra and Its Applications”

“Integral Transforms”

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

2012-05-23
10

Staff Development Programme on “Recent Advances in Speech, Image and Video Processing”

Introduction to Wavelets

SGGS Inst of Engg and Tech., Vishnupuri, Nanded

2011-12-14
11

Short Term Training Programme on “Speech and Image Processing”

LPC Analysis and Homomorphic Processing

Babasaheb Naik College of Engineering Pusad (MS)

2011-06-15
12

IIR Digital Filter Design

Padmashree Dr. D Y Patil Institute of Engineering and Technology, Pimpri, Pune (MS).

2011-01-05
13

Advances in Mathematics

Introduction to Orthogonal Transforms and Their Applications”

Rajashree Shahu Mahavidyalaya, Latur (MS)

2011-02-10
14

AICTE approved short term course on “Matlab and Its Engineering Applications

Wavelet transform and Matalab Toolboox

A. G. Awate College of Engineering, Pune

0000-00-00
15

in National Workshop on Advances in Signal Processing and Applications at (NWASPA-2011 )

Human Face Recognition

MCT’s Rajiv Gandhi Institute of Technology, Versova, Mumbai-400053

0000-00-00
16

Orthognal Transforms and Their Applications

Cummins college of Engineering, Pune.

0000-00-00
17

Invited talk on

“Image Restoration” and “Human Face Recognition”

Walchand College of Engineering Sangli.

0000-00-00
18

Digital signal processing: Fundamentals, and advances in Digital Signal Processing

Vishwesharayya College of Engineering, Chincholi, Sinner.

0000-00-00
19

Advances in Digital Signal Processing

Sinhgad college of Engineering, Pune.

0000-00-00
20

Workshop on Digital Signal Processing

College of Engineering, Ahmednagar

0000-00-00
21

Digital Signal Processing: Fundamentals, applications and advances

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

0000-00-00
22

Advances in Signal Processing

COE, Ambejogai

0000-00-00
23

Recent Trends in Signal and Image Processing

SGGS Institute of Engg. and Tech. Nanded

0000-00-00
24

Programming Paradigms: Verification Perspective

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

0000-00-00
25

Image Processing

VJTI, Mumbai

0000-00-00
26

Advanced Signal and Image Processing Applications in Instrumentation

VIT, Pune

0000-00-00
27

Computer Vision

Dr. BAT University, Lonere, Dist. Raigad

0000-00-00
28

Programming with C and C++

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

0000-00-00
29

Digital Signal and Image Processing

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

0000-00-00
30

Digital Signal Processing

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded (under TEQIP)

0000-00-00


International Visits

Sr. No. Details
1USA: July 8-22, 2015: Visit to USA. During this visit following  activities carried out. Attended two alumni meets at New Jersey and San Jose. Visited following Universities for research collaborations and faculty and  students exchange
  1. NOAA-CREST Center, The City University of New York
  2. Oakland University,   Rochester, MI
  3. San Jose State University ,   San Jose, CA
  4. University of California, Santa Barbara, CA
  5. Autodesk Inc, San Francisco, CA
Visited following Industries
  1.  Autodesk Inc., San Francisco,
  2. CA Bloom Energy, Sunny Vale, CA
2

Singapore : Visit to Electrical Engineering Department of Nanyang Technical University (NTU) Singapore  on August 30, 2013, to explore the possibilities of research collaborations in Signal and Image Processing.

3

Malaysia:  Visit to Universiti Teknologi Petronas (UTP), Malaysia during  August 23-28, 2013, to explore the research collaborations in the field of signal and image processing. Also, during this visit  two training programs attended

4

Italy:  Attended International Summer School on Biometrics for Secure Authentication: New Sensors, Evaluation and Database Collection during June 5-9, 2006 at  University of Sassari, Alghero, Italy.

5

France:  Training on Biometrics for Person Verification during June 12-22, 2006 at Institute National Des Telecommunication, Evry Cedex, France

STTP(Course)/Workshop/Event Organized

Sr. No. Name of the
Course/Workshop/Event
Start Date End Date Type Duration
( week(s)/day(s) )
Place Academic Year
1

Winter School on “Biometrics for Person Authentication: Fundamentals, and Advances”,

2013-12-03

2013-12-27

05

SGGSIE&T, Nanded

2012-2013

2

Instrumentation, Control and Signal Processing (ICSP -2013)

2013-07-08

2013-07-08

02

Department of Instrumentation, SGGS Inst of Engg and Tech Vishnupuri, Nanded

2012-2013

3

Applications of Digital Signal Processing in Industry

2010-03-10

2010-03-21

02

SGGSIE&T, Nanded

2009-2010

4

Orientation Program for changing mindsets

2009-03-26

2009-03-27

02

SGGSIE&T, Nanded

2008-2009

5

Enhancing Skills for System Development

2009-03-16

2009-03-17

02

SGGSIE&T, Nanded

2008-2009

6

Pedagogical Training in Engineering Education

2009-03-04

2009-03-04

02

SGGSIE&T, Nanded

2008-2009

7

Effective Role execution for Institutional Development

2009-02-27

2009-02-28

02

SGGSIE&T, Nanded

2008-2009

8

Enhancing skills for Lab Development (three programs)

2009-02-06

2009-02-12

06

SGGSIE&T, Nanded

2008-2009

9

Enhancing Skills for System Development Supporting Staff (Account ) 30-01-09 31-01-09

2009-01-30

2009-01-31

02

SGGSIE&T, Nanded

2008-2009

10

Enhancing Skills for System Improvement Development

2009-01-15

2009-01-17

02

SGGSIE&T, Nanded

2008-2009

11

Nation Students’ Conference on Instrumentation and Control (ICON 2008),

2008-02-22

2008-02-23

02

SGGSIE&T, Nanded

2007-2008

12

Winter School on “Digital Signal Processing: Fundamentals, Advances and Applications”

2006-12-18

2006-12-30

05

SGGSIE&T, Nanded

2005-2006

13

Pedagogical Training in Engineering Education

0009-03-06

2009-03-07

02

SGGSIE&T, Nanded

2008-2009

STTP(Course)/Workshop/Event Attended

Sr. No. Name of the
Course/Workshop/Event
Name of Organizing Institute Start Date End Date Type Duration
( week(s)/day(s) )
Place Academic Year
1

Two week short term interdisciplinary training program on "Mathematical and Statistical Foundation to Signal and Image Processing

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2015-05-28

2015-06-06

2weeks

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2014-2015

2

One-Day short course on Advance Imaging Techniques for Biomedical Applications

University Teknologi Petronas, Malaysia

2013-08-29

0000-00-00

1 day

Malaysia

2012-2013

3

A Two-Day Short term Course on Statistical Inference Theory and Practice

University Teknologi Petronas, Malaysia

2013-08-23

2013-08-24

2 days

Malaysia

2012-2013

4

Two day Workshop on “Bio-Design”

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2013-08-09

2013-08-09

2 days

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2014-2015

5

Two-day STTP on "MHRD’s National Mission for Teachers and Administrators, Consultation Programme"

IIM, Indore

2012-12-15

2012-12-16

2 days

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2011-2012

6

Two-Day Workshop on Virtual DSP Lab

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2010-12-13

2010-12-14

2 days

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2009-2010

7

A Course on "Signal Processing"

Indo-US Engineering Faculty Leadership Institute, Global Education Center Infosys Technologies, Mysore

2008-06-30

2008-07-04

5 days

Mysore

2007-2008

8

Management Training

Sinhgad Institute of Technology, Lonawala.

2007-11-21

2007-11-25

5 days

Lonawala.

2006-2007

9

Digital Signal and Image Processing

Department of Electronics and Computer Science and Engineering, SGGS College of Engineering and Technology, Nanded

0000-00-00

0000-00-00

2 weeks

Vishnupuri, Nanded

1999-2000

10

Intensive Course in Telematics

Department of Electrical Engineering, IIT, Delhi

0000-00-00

0000-00-00

2 weeks

Delhi

1996-1997

11

Biomedical Instrumentation

Department of Electrical Engineering, IIT, Kharagpur

0000-00-00

0000-00-00

2 weeks

Kharagpur

1995-1996

12

Process Control and DCS Overview

Department of Instrumentation SGGS Collegeof Engineering and Tech., Nanded

0000-00-00

0000-00-00

2 weeks

Vishnupuri, Nanded

1992-1993

13

Thyristorised Drives

Department of Electronics Engineering , College of Engineering, Anna University, Madras

0000-00-00

0000-00-00

Madras

1987-1988

14

A workshop on Engg Design

S. J. College of Engg., Mysore, India

0000-00-00

0000-00-00

3 days

Mysore

1986-1987

15

International Summer School on Biometrics for Secure Authentication: New Sensors, Evaluation and Database Collection

University of Sassari, Alghero, Italy

0000-00-00

0000-00-00

1 week

Italy

2005-2006

16

Training on Biometrics for Person Verification

Institute National Des Telecommunication, Evry Cedex, France; June 2006.

0000-00-00

0000-00-00

10 days

France

2005-2006

17

Awareness of Patents

SRTM University

0000-00-00

0000-00-00

Nanded

2003-2004

18

DSP’s fest’ 2000

Texas Instruments India Ltd.,

0000-00-00

0000-00-00

Banglore

1999-2000

19

DSP’s fest 1999

Texas Instruments India Ltd.

0000-00-00

0000-00-00

Banglore

1999-2000

20

Pattern Recognition, Image Processing and Computer Vision

IIT Kharagpur, India

0000-00-00

0000-00-00

Kharagpur, India

1994-1995

21

on Intellectual Property Rights

SGGS Institute of Engg and Tech Vishnupuri, Nanded

0000-00-00

0000-00-00

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2005-2006

22

Management Capacity and Vision Development: Training for Deans / Heads

IIT, Mumbai

0000-00-00

0000-00-00

3 days

Mumbai

2004-2005

23

A one week course on Institutional Capacity Building for Future –

SGGS Institute of Engg and Tech Vishnupuri, Nanded

0000-00-00

0000-00-00

1 week

SGGS Institute of Engg and Tech Vishnupuri, Nanded

2004-2005

Workshops/Conferences Attended

Sr. No. Name of the
Course/Workshop/Event
Name of Organizing Institute Start Date End Date Duration
( week(s)/day(s) )
Place Academic Year
1

International Conference on Sensors, Signal Processing, Communication and Control

Vishwakarma Institute of Technology, Pune

0000-00-00

0000-00-00

Pune

2007-2008

2

TI developers conference

Texas Instruments India Ltd.,

0000-00-00

0000-00-00

Banglore

2006-2007

3

TI developers conference

Texas Instruments India Ltd.,

0000-00-00

0000-00-00

Banglore

2005-2006

4

National Conference on Signal Processing, Communication and Control,

Vishwakarma Institute of Technology

0000-00-00

0000-00-00

Pune

2004-2005

5

National Communication

IIT, Kharagpur, India

0000-00-00

0000-00-00

Kharagpur, India

2009-2010

6

Real Time Systems Conference

SGITS, Indore, India

0000-00-00

0000-00-00

Indore, India

1989-1990

Other Details: