Academic Qualifications
| 2010 - 2015 | PhD Information and Communication Technology, DA-IICT, Gandhinagar Thesis: Novel approaches for spectral unmixing of hyperspectral data |
| 2006 - 2008 | M. Tech. Communication Systems, SVNIT, Surat Dissertation: Registration of satellite image data for meteorological applications @ SAC (ISRO), Department of Space, Government of India, Ahmedabad. |
| 1997 - 2000 | B. E. Electronic & Communications, GEC, Modasa Project: Decision support system for GIS @ BISAG (formerly, RESECO), DST - Gujarat, Gandhinagar. |
Links
Research interests
- Inverse problems in imaging
- Remote sensing
- Computer vision
- Machine/Deep learning
- Sparse coding/representation
- Optimization techniques
Experience
| Nov 2015 - now | Assistant Professor, IIIT, Vadodara (Gandhinagar campus) |
| June 2014 - Nov 2015 | Faculty Associate, IIIT, Vadodara (Gandhinagar campus) |
| Jan 2010 - May 2014 | Post-graduate Teaching Assistant, DAIICT, Gandhinagar |
| June-Dec 2009 | Assistant Professor, Nirma University, Ahmedabad |
| June 2008-2009 | Assistant Professor, BIT, Vadodara |
| June 2005-06 | Sr. Lecturer & I/C Head (EC), BIT, Vadodara |
| July 2001 - May 2005 | Lecturer, CCET, Wadhwan city |
| Feb 2001 - June 2001 | Faculty, C-DAC Computers, Surendranagar |
| Aug 2000 - Jan 2001 | Technical Support Engineer, Apex Automation, Ahmedabad |
Selected Recent Publications
Book
- J. S. Bhatt and M. V. Joshi, "Regularization in Hyperspectral Unmixing", Spotlight Author Series on Digital Photography, SPIE Press, 2015-2016, USA. (synopsis accepted, full-draft under review)
Journal
- J. S. Bhatt, M. V. Joshi, and M. S. Raval, "A data-driven stochastic approach for unmixing hyperspectral data", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Impact factor 3.026), Vol. 7, No. 6, pp. 1936-1946, 2014.
International conferences
- J. S. Bhatt, M. V. Joshi and M. S. Raval, "A regularization based method for spectral unmixing of imaging spectrometer data", Proc. of SPIE (H-index 90), Image and Signal Processing for Remote Sensing XVIII, vol. 8537, pp. 85370J1-7, 2012 (Edinburgh - UK).
- J. S. Bhatt, M. V. Joshi and M. S. Raval, "A parametric statistical model over spectral space for the unmixing of imaging spectrometer data", Proc. of SPIE (H-index 90), Image and Signal Processing for Remote Sensing XVIII, vol. 8537, pp. 85371J1-7, 2012 (Edinburgh - UK).
Additional information
Courses teaching
- (PG) Satellite image processing @ DA-IICT
- (UG) Digital image processing @ IIIT-V
- (PG) Statistical signal analysis
- (PG) Advanced digital communications
- (UG) Systems and signals
- (UG) Probability and statistics
- (UG) Computer networks
Reviewer
Journals
- IEEE Geoscience and Remote Sensing Society (IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing)
- SPIE Remote Sensing (SPIE Journal of Applied Remote Sensing)
- Taylor & Francis (International Journal of Remote Sensing and Remote Sensing Letters)
Membership
- Member, IEEE (Computational Intelligence Society)
- Life Member, ISTE
- Associate Member, AMIE (IEI)
Contact
Email:jignesh.bhatt@iiitvadodara.ac.in