Dr. Vibha Patel

Faculty Details


  • Designation : Professor
  • Qualification : Ph.D.
  • Experience : 4 Years
  • Area Of Interest : Languages And Compilers For High Performance Computing, Grid Computing, Cloud Computing

Papers/Book Publication

  • Conference Paper Accepted (International)
    • Hemani Parikh, Samir Patel, Vibha Patel, " Land Cover Classification using Ensemble Techniques",  The Eight International Conference on Pattern Recognition and Machine Learning (PReMI 2019).

  • Journal Paper Published  (International)
    • Hemani Parikh, Samir Patel, Vibha Patel, "Classification of SAR and PolSAR Images using Deep Learning: A Review", International Journal of Image and Data Fusion (IJIDF)
    • Vibha Patel, Darshak Bhatti, and Krunal Gandhi, "A Shared Memory based Implementation of Needleman­Wunsch Algorithm using Skewing Transformation", International Journal of Advanced Research in Computer Science, 2017, ISSN: 0976­5697.
    • Vibha Patel, Darshak Bhatti, Krunal Gandhi and Heena Dave, "Work­Flow to Analyze Mutation in Genes using High Performance Computing", Journal of Computational Intelligence and Bioinformatics, Vol. 10, 2017, ISSN: 0973­385X.
    • Usha Patel and Vibha Patel, "Implementation of Gradient based Adaptive Interpolation on FPGA",International Journal of Advanced Research in Computer Science, Vol. 8, 2017, ISSN: 0976­5697
    • Saraswat Mala, Patel Vibha, Vidyarthi Deepti, ''Comparing Dimensionality Reduction using PCA and Subspace LDA for  Face Recognition”, International Journal on Recent Trends in Engineering & Technology, May 2010.
    • Saraswat Mala, Patel Vibha, ''Study and Comparison of Various Approaches for Parallelization of MPEG­2 Encoder and Decoder”, International Journal on Computer Engineering  & Information Technology, Feb 2010.
  • Conference Paper Published  (International)
    • Patel Vibha, Sanjeev Aggarwal and Amey Karkare, '' JolokiaC++ : Optimizing Irregular Accesses for GPGPU'', The Seventeenth IEEE Conference on High Performance Computing and Communications (HPCC ­2015).
    • A. Chaudhary, D. Kagathara and V. Patel, "A GPU based implementation of NeedlemanWunsch algorithm using skewing transformation," 2015 Eighth International Conference on Contemporary Computing (IC3), Noida, 2015, pp. 498­502.
    • Ami Shukla, Patel Vibha, Nagendra Gajjar, “Implementation of Edge Detection Algorithms in Real Time on FPGA”, Nirma University International Conference on Engineering ( NUiCONE –  2015).
    • Patel Vibha, Sanjeev Aggarwal and Amey Karkare, ''JolokiaC++ : A Annotation based Compiler Framework for GPGPUs'', The Sixteenth IEEE Conference on High Performance Computing and Communications (HPCC ­2014).
    • Patel Vibha, Bhavin Patel, ''Indexing SURF Features By SVD Based Basis On GPU With Multi­Query Support'' accepted for publication in Proceedings of 10th International Conference on Intelligent Computing (ICIC 2014), LNAI, Springer Verlag, Taiyuan, China, August 2014 .
    • Bhavin Patel, Patel Vibha, ''GPU based Space Partitioning with Image Recognition'',  Seventh International Conference on Contemporary Computing (IC3 ­ 2014).
    • Rohit Patel, Patel Vibha, Bhavin Patel,  Comparing SpMV for Solver Applications”, Nirma University International Conference on Engineering (NUiCONE – 2013). 
    • Monika Shah, Vibha Patel, ''An Efficient Sparse Matrix Multiplication for Skewed Matrix on GPU'', 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, HPCC­ICESS 2012, Liverpool, United Kingdom, June 25­27, 2012. HPCCICESS 2012: 1301­1306 
  • Conference Paper Accepted (International)
    • Hemani Parikh, Samir Patel and Vibha Patel, ''Analysis of Denoising Techniques for Speckle Noise Removal in Synthetic Aperture Radar Images'', 7th IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI'18) to be held at PES Institute of Technology, South Campus, Bangalore, Karnataka, India during September 19­22, 2018

Training Details

  • PRL (Physical Research Laboratory).(A'bad) during Bachelor Degree.
  • Internship at Rice University for 6 months during Ph.D.

Education Qualification

Bachelor of Engineering in Computer with 66% : July 1998

L. D. College of Engineering, Gujarat University, Ahmedabad, Gujarat, India.


Master of Engineering in Computer with 71.44%  : Sep. 2004

Sardar Patel University, Vallabh­vidhyanagar, Gujarat, India. 

Thesis: Comparison of PCA and Supspace LDA for Face Recognition


Doctor of Philosopy in Computer Science and Engineering with 8.5 CPI : Feb. 2015 Indian Institute of Technology, Kanpur, Uttar Pradesh, India.

Dissertation: JolokiaC++ : An Annotation based Compiler Framework for GPGPU


Skills and Knowledge

  • Machine Learning
  • High Performance Computing
  • Deep Learning
  • Compiler Design

Courses Taught

Subject taught at Undergraduate Level    

  
1.     Programming Language – I (C,C++)
2.     System Programming
3.     Data Structures and Algorithms
4.     Computer Architecture and Peripherals
5.     Advanced Computer Architecture
6.     Parallel Computing
7.     Microprocessor Architecture and Interfacing
8.     Advanced Microprocessor
9.     Advanced Database Management System
10.   Principles of Programming Languages
11.   Computer Graphics
12.   Principles of Compiler Design
13.   Data Compression and Encryption
14.   Data Communication
15.   Cloud Computing
16.   Operating System
17.   Big Data Analytics

Subject taught at Post Graduate Level  

1. Data Structure and Algorithms

2. Computer Architecture       

3.    Compiler Design  


              

Portfolios

        Member of Board of Studies at Gujarat Technological University in Computer Engineering / Information Technology Department

        Member of Board of Studies at Pandit Deendayal Petroleum University in Computer Engineering Department of Science and Technology

        Member of Board of Studies at LDRP Institute of Technology and  Research  under the Faculty of Engineering & Technology, for Computer / IT Department.

        Member of Board of Studies at Atmiya Institute of Technology and Science under Atmiya University, for Computer Engineering Department

        Managing Committee member (April 1, 2017 – March 31, 2019) of Computer Society of India, Ahmedabad Chapter.


Research Projects

2019  Applied for funded project on "Machine Learning Enabled AQI based Real Time Route Recommendation System"

2018     Applied for funded project on “Machine Learning Enabled Pollution Aware Route Recommendation System” to GUJCOST as PI.

2017       Co­-PI of funded project on “Land Cover Classification of Polarimetric SAR Image/Data for Agriltural and Urban Region” funded by ISRO.

2016       Co­-PI of funded project on “Spectral Discrimination and Separability Analysis of Crops and Weeds using Deep Learning Techniques” funded by ISRO under AO (AVIRIS­-NG Campaign).

2014     Received research grant of 4 lakhs from Gujarat Council on Science and Technology (GUJCOST) for Minor Research Project on “DNA Sequencing and Assembly using GPU”.

2015      Received Kepler K40 GPU from NVIDIA for the Minor Research Project on “DNA Sequencing and Assembly using GPU”

2004      Imparted Technical Training to new joiners of Cognizant Technologies as part of consultancy work.

Patent Filed


Professional Membership

• Life member OF COMPUTER SOCIETY OF INDIA.

• Life member of ISTE

Expert Lectures

August, 2013

Lecture on “Feature Extraction” (STTP  on Mathematical Foundations for Engineers) at Institute of Technology, Nirma University.

March, 2013

Lecture on “Compilers for High Performance Computers ” (STTP on Multicore Computing) at Institute of Technology, Nirma University.

July, 2014

Lecture on “Scalar and Vector Quantization” (STTP on Multimedia Signal Processing Theory and Applications) at Institute of Technology, Nirma University.

July, 2014

Lecture on “Dimensionality Reduction” (STTP on Multimedia Signal Processing Theory and Applications) at Institute of Technology, Nirma University.

January 2015

Expert talk on “Parallel Algorithms” (TEQIP Sponsored STTP PROGRAM on Computer Algorithms and Applications) at BVM Engineering College, V. V. Nagar.

May, 2015

Expert talk on “Data intensive Computing: Map­Reduce Programming” (GUJCOST sponsored workshop on “Recent Trends and Technologies in Cloud Computing for E­learning”) at Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, CHARUSAT, Changa.

July, 2016

Expert talk on “Cloud Computing” organized by Indranil Institute of Information Technology, Kadi,

Nov, 2017

Expert talk on “Big Data Analytics” jointly organized by Harivandana College & Shree Matrumandir College, Saurashtra University, Rajkot.

Dec, 2017

Expert talk on “Support Vector Machine” (GUJCOST sponsored workshop on “Machine Learning – An approach to achieve Artificial Intelligence”) at  CSPIT, IT Department, CHARUSAT, Changa.

February, 2018

Expert talk on “Support Vector Machine” in the 2­days lecture series on “Domains and Directions for Dissertation & Research in ICT” organized by LDRP Institute of Technology and Research, Gandhinagar.

March, 2018

Expert talk on “Supervised and Unsupervised Machine Learning Algorithms” in GUJCOST sponsored STTP on “Artificial Intelligence and Machine Learning” organized by Gujarat Technological University.

April, 2018

Expert talk on “Dynamic Programming” in training program on Recent

Trends in Computer and Information Technology organized by DTE, Gujarat State. 

May, 2018

Expert talk on “ Support Vector Machine in ML” in STTP on Machine

Learning: Tools, Techniques and Applications organized by the Departments of Computer Engineering and Information Technology, LDRP Institute of Technology and Research, Gandhinagar.

Award

  • Travel Grant awarded  under young scientist category to present a paper at HPCC ­ 2012 (Liverpool, UK) from Department of Science and Technology (DST)  (http://dst.gov.in/whats_new/whats_new12/its_100512.pdf).