Curriculum Vitae DHARMENDRA SINGH

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Curriculum Vitae Place of Birth: Nationality: Indian Sex: Male DHARMENDRA SINGH SENIOR MEMBER IEEE Professor Microwave Imaging and Remote Sensing Lab Department of Electronics & Computer Engineering & Head Information Superhighway Center Indian Institute of Technology Roorkee Roorkee-247667 (U.K.), India Tel :+91-(0)1332-285695 (O), Fax :+91-(0)1332-285368 E-mail: dharmfec@iitr.ernet.in, dharmendrasing@yahoo.com Varanasi (U.P), INDIA Martial Status: Married Education: Ph. D., Electronics Engineering, Institute of Technology, Banaras Hindu University, Varanasi, India Teaching/Research Experience (India and Abroad) Approx. 19 years Topic of Interest: Wave Propagation, Optical and Microwave Remote Sensing, Polarimetry and Interferometric applications, Image Fusion, Microwave Imaging, Through Wall Imaging, Ground Penetrating Radar, Terahertz Imaging, Radar Absorbing Materials Country Visited: (For Conferences and Technical Programs): USA, Japan, Taiwan, France, Brazil, Germany, China, Spain, Switzerland, Korea, Canada 1

Awards and Fellowship: Starr Performer for year 2004-05 from IIT Roorkee, India for teaching and research. INSA-Visiting Fellowship-2011, visited Karlsruhe University, Germany MERIT Visiting Professor Fellowship by European Union, 2009-2010. (Visited UPC Barcelona, Spain). German Academic Research Visiting Associate Award-2008 (Visited Karlsruhe University, Germany). Chinese Academy of Sciences, Visiting Fellow Award-2006: To visit Institute of Remote Sensing Applications, China. French Govt. Fellowship-2004. To visit Institute for National Research in Informatics ad Automatique (INRIA), Rocquencourt, France. University Corporation of Atmospheric Research Fellowship, USA, 2002. European Research Computer Informatics & Mathematics Fellowship, France, 2001-2002. Japan Government (Monbusho) Fellowship, Japan, 1999-2000. Japan Telecommunication Foundation fellowship for Remote Sensing, 2000. Visiting Associate Award for remote sensing by University Grants Commission, New Delhi, India, 2001. Visiting Associate Award for remote sensing by University Grants New Delhi, India, 1996. Commission, Collaborations: National: Space Application Center, Ahmedabad; Defense Electronics and Application Lab, DRDO Lab, Dehradun; Snow Avalanche and Study Estt., DRDO Lab, Chandigarh; Central Mining And Fire Research Institute, (CSIR Lab), Dhanbad; Indian Meteorological Department, Delhi; IIT Bombay; IT, BHU; International: Karlsruhe University, Germany; Chemnitz University, Germany; Center of Remote Sensing, Florida, USA; DLR, Germany; Niigata University, Japan; INRIA, France; IRSA, Beijing, China; Tsinghua University, China; UPC, Barcelona, Spain; Rio de Janero University, Brazil. 2

Principal Investigators in Projects: * Research Projects: Critical Analysis of Mini-SAR data for Moon Surface Classification, Space Application Center, Ahmedabad, India (2012-2014). Study of Altimetric Measurements Over Land: A Special Application of Altimeter for Water flow/water Logging Observation, Space Application Center, Ahmedabad, India (2011-2014). Development of Polarimetric Tools for Radar Image Satellite, Space Application Center, Ahmedabad, India (2010-2013). SPACFIRE - Application of INSAT -3D Data for Sub-surface Fire Detection and Monitoring, Space Application Center, Ahmedabad, India (2011-2012). An Advanced Application of Radar Polarimetry for Land cover/crop Classification Japan Aerospace Exploration Agency (JAXA), Japan (2010-2011). Development of Ground Penetrating Radar for Cavity/Void Detection, sponsored by Army Technology Board, India, (2009-2012). An Advancement of Space Technology to Provide Valuable Information for Development of Agriculture Information System, sponsored by Department of Science and Technology and Japan Science and Technology, Japan,. (2009-2012). Satellite data-based fusion approach to develop soil moisture monitoring system, Indian Meteorological Department, Delhi, India ( 2009-2012). Computational and Fusion Approach to Interpret Lunar Polar Region with Radar and Optical Remote Sensing Data, sponsored by PRL-ISRO, India (Mission Moon- CHANDRAYAN-1), (2006-2009). Radar Approach to Predict Soil Erosion for Disaster Management, MHRD, India, (2005-2008). Microwave Remote Sensing for Buried Object Detection and its Shape Recognition, sponsored by DRDO, India, (2005-2008). Study of Interferometric Data and its Application for Subsidence Monitoring, Canadian Space Agency, Canada, (2006-2008). Microwave Measurements of Some Indian Coal For Remote Sensing, sponsored by University Grants Commission, New Delhi, India 1997. Microwave Response on Soil Moisture and Soil Texture for Remote Sensing, sponsored by University Grants Commission, New Delhi, India, 1996. Effect of Crop Parameters and Crop Covered Soil Moisture on Microwave for Remote Sensing, sponsored by All India Council for Technical Education, New Delhi, India, 1997. 3

* Educational Project Curriculum Design & Development in Pedagogy Methods Project under MHRD National Mission Program for course Engineering Electromagnetics *Consultancy Project: Through Wall Imaging, LRDE (DRDO), Bangalore, 2010-2011. Analytical and Simulation Studies for TWI System, DEAL, Dehradun, India (2007-2008). Development of microwave analysis lab Rajshi enterprises, (2007) * Book Writing a book on Radar and its Polarimetric Application * Review Reviewed a book entitled Engineering Electromagnetics by Hayt and Buck, TMH publication. (2010). Students Achievements Ms. Smriti Agrawal (Ph. D student) received project under WOS schem of DST, India, 2011. Mr. Anchit et al (B. Tech Students) received project from IEEE under AIYEHUM 2011. Mr Anchit et al awarded (B. Tech Students) SURA project 2011. Mr. Harish (Ph. D student) received Young Scientist Award-2009 by Uttarancal Government, India. Mr. Abhay Gaikawad, (Ph. D student) received Young Scientist Award-2009 by Uttarancal Government, India. Mr. T. Pant (Ph. D student) received best paper award in the Indian Society of Remote Sensing Symposium ISRS 09, 17-19 September, 2009, Nagpur, India. Ms. G. Mittal (Ph. D student) received one of the best paper award in the ICRS (International conference on radio science) Jodhpur, India 27-29 February, 2008. Ms. V. Chamundesswari (Ph. D. Student) received Google s Women Award in year 2007. Mr. K. C. Tiwari (Ph. D student) received best paper award in the ICRS (International conference on radio science) Jodhpur, 2006. Mr. Akhilesh Chander received second prize in Summer Under Graduate Research Program-2008 from IIT Roorkee. Mr. Hitesh Sharma received third prize in Summer Under Graduate Research Program-2007 from IIT Roorkee. Reviewer for the Journals: IEEE Trans. on Geosciences and Remote Sensing International Journal of Remote Sensing and Environment International Journal of Remote Sensing Advances in Space Research, Elsevier, U.K Journal of Arid Environments, Elsevier, U.K Indian Journal of Remote Sensing, India 4

Member of Professional Societies: Life member of Indian Society of Remote Sensing, Senior member of IEEE Organized Workshop/Seminar/Conference/ Special Course: Training Course on Introduction to Wireless Sensor Networks, Nov 2012 at IIT Roorkee Training Course on Advanced Microwave and Radar System, Feb 2012 at IIT Roorkee Training Course on Sensors and Transducers, Feb 2011 at IIT Roorkee Organizing Secretary for National Seminar on Radar Remote Sensing, 25 th -26 th Sept. 09, IIT Roorkee, India Organizing member for UCOST-08, IIT Roorkee, India Organizing Member for ICON-2008, IIT Roorkee, India Organizing Member for NADAP-08, IIT Roorkee, India Organizing Secretary for EFEA Workshop, IIT Roorkee, India, April, 2006. Organizing Secretary for IIT-Roorkee-ALCATEL, Broad Band Technologies Workshop-Dec. 2005, IIT Roorkee, India. 5

Thesis Supervised: Ph. D Thesis Supervised/Progress Research Degree Name of Scholar Title of Thesis Year of Award/ progress Ph. D Mr. Harish Kr. Application of Change Detection and Pattern Recognition 2011 on satellite Images Ph. D Mr. T. Pant Advanced Mathematical Tool for Satellite Image Analysis 2011 Ph. D Mr. Rishi Soil Texture Classification with radar approach 2011 Prakash Ph. D Mr. Abhay Study of Through Wall Imaging for Target Detection 2011 Gaikwad Ph. D Ms. Gunjan Application of radar wave polarization for the study of 2010 Mittal ground terrain parameters Ph. D Ms. Vijaya Study and Analysis of SAR Images using Unsupervised 2009 Classification Ph. D Mr. Rohit Singh Study of DIP Techniques to Detect Hot Spots with Low 2008 Resolution Satellite Data Ph. D Mr. Kailash Target Detection Using Optical and Microwave Remote 2008 Tiwari Sensing Ph. D Ms. Rashi Study of environmental parameter monitoring with satellite 2006 Agrawal data Ph. D Mr. V. Dubey Microwave Dielectric measurements of various rocks and 2006 coal for remote sensing Ph. D Ms. R. Sao Insect prediction through remote sensing 2005 Ph. D Mr. Sanjay Microwave response of various crops and crop covered soil 2004 Saran moisture for remote sensing Ph. D Mr. Sujai Saran EM wave interaction with various crops for remote sensing 2002 Ph.D Mr. Abhishek Radar Absorbing Materials Progress Ph. D Ms. Pooja Polarimetric application for landcover classification Progress Misra Ph. D Mr. V. Mittal Change Detection and Pattern Analysis for satellite images Progress Ph. D Ms. Smriti Nano Antenna and Terahertz Imaging Progress Ph. D Mr. Tasneem Satellite Data Fusion for Land Cover Monitoring Progress Ph. D Mr. Ravi Frequency Selective Surfaces for RAM Progress 6

Research Degree Name of Scholar M. Tech/M. Phil Thesis Supervised/Progress Title of Thesis Year of Award/ progress M. Tech Mr. A. Sharma Polraimetric tools for land cover classification 2011 M. Tech Mr. S. R. Meena Multi-layer Radar Absorbing Materials 2011 M. Tech Mr. V. Saxena TWI system for focusing 2011 M. Tech Mr. S. Pandey SFCW GPR for automation 2011 M. Tech Mr. P. TWI for object identification 2011 Chaturvedi M. Tech Mr. Jitendra Solar Cell 2011 M. Tech Ms. Pooja Misra Polarimetric Analysis for target classification 2010 M. Tech Mr. Upendra Soil Moisture Retrieval with Satellite Images 2010 M. Tech Mr. Maulik Jain Study of GPR design for cavity detection 2010 M. Tech Mr. Jitendra Pal Study of Radar Absorbing nano materials and their 2010 composition M. Tech Mr. Prashant Microwave Remote Sensing for Cavity Detection 2009 M. Tech Mr. Pramod Clutter Reduction for Through Wall Imaging 2009 M. Tech Mr. Rohit Study of TWI in UWB range for Target Detection 2008 M. Tech Mr. Asutosh Physical Parameter Assessment with Radar data 2006 M. Tech Mr. Anand Buried Object Detection and its shape recognition with Radar 2006 RS M. Tech Mr. Waghmare Optical satellite Images and Pattern Recognition 2006 M. Tech Mr. Ramesh FSS and RAM 2006 M. Tech Mr. Manish Scatterometer observations and numerical modeling for soil 2005 Bhinde moisture assessment M. Tech Mr. Vishwas GA approach to assess the soil moisture with radar data 2005 M. Tech Mr. Sajin Automated cloud pixel detection of satellite data 2005 M. Tech Mr. Sandeep Automated instrumentation system 2004 M. Tech Mr. Sandeep TWI for moving target Progress M. Tech Mr. Shailesh Mini-SAR data Analysis Progress M. Tech Mr. Ghanshyam Pattern Analysis Approach for GPR Progress M. Tech Mr. Vaibhav Fusion of Data for Land Cover Classification Progress M. Tech Mr. S. Meghawal Soil moisture retrieval with satellite images Progress M. Phil Mr. U.Verma Estimation of Crop Covered Soil Moisture using RS 1995 M. Phil Mr. G. Mishra Scattering behaviour of various crops by X-band scatterometer 1995 M. Phil Mr. D. Patel Response of microwave on crop height and leaf area index 1996 M. Phil Mr. D. Singh Microwave interaction with various medium for roughness 1996 estimate M. Phil Mr. N.U. Khan Inversion method to estimate the surface parameter 1996 7

Chaired Scientific International Conferences/Symposia and/ or delivered invited lectures in India/ abroad (some of them): Topic Place of Invited Talk Date TWI System and its Challenges KIT, Germany June, 2012 Polarimetric analysis for Adaptive Classification Niigata Univ., Japan Sept, 2011 Study of polarimetric analysis of PALSAR images for terrain classification Niigata Univ., Japan June, 2010 Unsupervised SAR Classification for land Cover Application UPC, Barcelona, Spain June, 2009 SAR Interferometery for Change Detection Karlsruhe University, July Electromagnetic and Computational Approach to Detect Depth of Buried Objects Using Radar Remote Sensing Data at X-Band Monitoring of Land Subsidence with Satellite Images Germany Chemnitz University, Germany 2008 July 2007 Karlsruhe University, Germany July 2007 Active & Passive Remote Sensing for Crop Monitoring Institute of Remote Sensing Application (IRSA) Beijing, July 2006 China Modeling for SAR Data Xinghua University, China July 2006 Automation of Hotspot Detection with Satellite INRIA, France Jan 2005 Study of Various Indices to Detect Hotspots BRGM, France Dec. 2004 Polarimetric Application for Soil Characteristics Estimation Application of NOAA/AVHRR data for soil erosion prediction Soil Moisture Estimation with Radar Remote Sensing Data An Efficient Modeling with GA Approach to Retrieve Soil Texture, Moisture and Roughness from ERS 2 SAR Data Radar & Its Polarimetric Effect to Assess the Soil Characteristics for Remote Sensing Versailles University, France Rio de Janeiro State University, Brazil Harvard University, USA ICMARS 2006 Jodhpur, India (Co-Chair the session) Microwave-06 Jaipur, India Jan 2002 Nov. 2001 July 2000 Dec 2006 Oct. 2006 Space Technology Application to Monitor Agricultural Fields Electro-2005, BHU, India Feb 2005 Space Technolgy and its application for Earth Terrain Ruhelkhand University, Bareily, India May 2005 Radar Remote Sensing and its Polaremetric Importance HBTI, Kanpur, India March 2005 Advanced Application of Satellite Images National Institute of Feb Technology Bhopal, India 2005 8

List of Publication in Journals List of Publications in Last Five Years 1. Rishi Prakash, D. Singh and N. P. Pathak, A fusion approach to retrieve soil moisture with SAR and Optical data IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Accepted 2011. 2. P. Mishra, D. Singh and Y. Yamaguchi, Land cover classification of PALSAR images by knowledge based decision tree classifier and supervised classifiers based on SAR observables Progress in Electromagnetics Research B (Published by USA), PIER B, 30, 47-70, 2011. 3. Abhay N Gaikwad, Dharmendra Singh and M J Nigam, Application of Clutter Reduction Techniques for Detection of Metallic and Low Dielectric Target Behind the Brick Wall by SF-CW Radar in UWB Range, IET Radar, SONAR and Navigation, vol. 5, issue-4, pp. 416-425, 2011. 4. K. Tiwari, M. Arora and D. Singh, An Assessment of Independent Component Analysis for Detection of Military Targets from Hyperspectral Images International Journal of Applied Earth Observation and Geoinformation (Elsevier Publication), Vol. 13, no. 5, 730-740, 2011. 5. G. R. Harish Kumar and D. Singh, Quality Assessment of Fused Image of MODIS and PALSAR, Progress in Electromagnetics Research,, PIER B, 24, 191-221, 2010. 6. R. Prakash, D. Singh and N. P. Pathak, The Effect of Soil Texture in Soil Moisture Retrieval For Specular Scattering at C-Band Progress in Electromagnetics Research, PIER 108, 177-204, 2010. 7. T. Pant, D. Singh and T. Srivastava, The Potential Application of Fractal Approach for Surface Roughness Retrieval: A Study for Simulated Surfaces International Journal of Geomatics, Natural Hazards and risk Management (Published by Taylor & Francis), vol. 1, no.3, pp. 243-257, 2010. 8. Gunjan Mittal and D. Singh, Critical analysis of microwave scattering response on roughness parameter and moisture content for periodic rough surfaces and its retrieval, Progress in Electromagnetic Research (PIER),100, 129-152, 2010. 9. Triloki Pant, D. Singh and Tanuja Srivastava Advanced Fractal Approach for Unsupervised Classification of SAR Images, Advances in Space Research, 45, 1338-1349, 2010. 10. R. Tiwari, D. S. Chauhan, D. Singh and R. K. Singh, Bayesian Inversion Approach to Retrieve Soil Moisture with ERS-2 SAR Image International Journal of Life Science and Technology, 3(2), 29-33, 2010. 11. A. Jain, S. Agrawal and D. Singh, Selection of ROI for assessment of classification accuracy in remote sensing data, International journal of information processing, 4(3), 56-63, 2010. 12. Chamundeeswari V V, D. Singh, and Singh K, Analysis of role of feature measures in PCA based unsupervised classification of SAR images IEEE Geosciences and Remote Sensing Letter, vol. 6., 214-218, 2009.. 13. Rishi P. Srivastva, D. Singh and N. P. Pathak, Microwave Specular Scattering Response of Soil Texture at X-Band, Advances in Space Research, 44, 801-814, 2009. 14. P. K. Verma, A. N. Gaikwad, D. Singh and M. J. Nigam, Analysis of Clutter Reduction Techniques for TWI in UWB Range Progress in Electromagnetics Research (Published by USA), PIER B 15, 245-265, 2009. 9

15. D. Singh, N. K. Choudhary, K. C. Tiwari, Rajendra Prasad, Shape Recognition of Shallow Buried Metallic Objects at X-Band using ANN and Image Analysis Techniques International Journal of Progress in Electromagnetic Research, PIER B, 13, 257-273, 2009. 16. D. Singh, V. Srivastava, D. Bhimsara, B. Pandey and R. Prasad, Application of Neural Network with Error Correlation and Time Evolution for Retrieval of Soil Moisture and other Vegetable Variables Progress in Electromagnetics Research, PIER B 17, 29-48, 2009. 17. R. Prasad, R. Kumar and D. Singh, A Radial Basis Function Approach to Retrieve Soil Moisture and Crop Variables from X-Band Scatterometer Observations Progress in Electromagnetics Research, PIER B 12, 201-217, 2009. 18. R. S. Gautam, D. Singh, A. Mittal, An efficient contextual algorithm to detect hotspots with NOAA/AVHRR data, IEEE Transactions on Geosciences & Remote Sensing, vol. 46 (7), 2005-2015, Regular Paper, 2008. 19. R. Chandra, Abhay N Gaikwad, D. Singh and M J Nigam, An Approach to Remove the Clutter and Detect the Target for Ultra-Wideband through Wall Imaging, International Journal of Geophysics and Engineering.5, pp.412-419, (Published by Institute of Physics, IoP, U.K.) 2008. 20. K. C. Tiwari, D. Singh and M. Arora, Development of a Model for Detection and Estimation of Depth of Shallow Buried Non-Metallic Landmine at Microwave X- Band Frequency, International Journal of Progress in Electromagnetic Research (Published by USA), PIER 79, 225-250, 2008. 21. R. S. Gautam, D. Singh, A. Mittal, P. Sajin, Application of SVM on satellite images to detect hotspots in Jharia coal field region of India, Advances in Space Research, Elsevier Publication, 41, 1784-1792 Regular Paper, 2008. [DOI: 10.1016/j.asr.2007.05.011]. 22. Chamundeeswari V V, Singh D, and Singh K, An adaptive method with integration of multi-wavelet based features for unsupervised classification of SAR images, Journal of Geophysics and Engineering vol. 4 pp.384-393, 2008. 23. D. Singh and Ashutosh, An Efficient Modeling with GA Approach to Retrieve Soil Texture, Moisture and Roughness from ERS 2 SAR Data, International Journal of Progress in Electromagnetic Research (Published by USA), PIER 77, 121-136, 2007. 24. D. Singh and V. Dubey, Microwave Bistatic Polarization Measurements for Retrieval of Soil Moisture with Incidence Angle Approach, Journal of Geophysics and Engineering, (4 ) (Published by Institute of Physics, IoP, U.K.) pp., 75-82, 2007. 25. D. Singh, Y. Singh and K. P. Singh, Polarization Ratio Approach to Retrieve the Surface Roughness at X-Band, Journal of IETE, vol. 53, pp. 295-302, 2007. 26. R. S. Gautam, D. Singh, A. Mittal, A fuzzy logic approach to detect hotspots with NOAA/AVHRR image using multi-channel information fusion technique, Signal, Image and Video Processing, Springer Publication, (1) 347-357, Regular Paper, 2007. [DOI: 10.1007/s11760-007-0028-1]. 27. R. S. Gautam, D. Singh, A. Mittal, Application of principal component analysis and information fusion technique to detect hotspots in NOAA/AVHRR images of Jharia coalfield, SPIE Journal of Applied Remote Sensing (JARS), vol. 1, 013523, [DOI: 10.1117/1.2771256], Regular Paper, 2007. 28. D. Singh, R. Sao and K. P. Singh, An Indirect Approach to Assess the Pests on Sorghum by Remote Sensing at X-band International Journal of Advances in Space Research, Elsevier Pub., vol. 37, pp. 155-167, 2007. 29. R. Parida, D. Singh and N. K. Agrawal, Implementation of Multilayer Ferrite Radar Absorbing Coating With Genetic Algorithm for Radar Cross Section Reduction at X-Band, Indian Journal of Radio and Space Physics, 2007. 30. D. Singh, Scatterometer Performance with Polarization Discrimination Ratio Approach to Retrieve Crop Soybean Parameter at X-band, International Journal of Remote Sensing, vol. 27, no. 19, pp. 4101-4115, 2006. 10

31. R. Agrawal, D. Singh, and K. P. Singh Detection of coal mine fires in Jharia coal field using NOAA/AVHRR data, International Journal of Geophysics and Engineering (Published by Institute of Physics, IoP, U.K.), vol 3, pp. 212-218, 2006. 32. D. Singh, I. Herlin, J.P. Berroir, M. Simoes, and Enio. F. Silva, Environmental Degradation Analysis Using NOAA/AVHRR Data International Journal of Advances in Space Research, Elsevier Pub., vol, 37, pp. 720-727, 2006. 33. D. Singh A Simplistic Incidence Angle approach to Retrieve the Soil Moisture and Surface Roughness at X-Band, IEEE Trans. on Geo. Sci. and Rem. Sensing, vol. 43, no. 11, pp-2606-2611, 2005. 34. D. Singh, I. Herlin, J.P. Berroir, An Approach to Estimate the Evapotranspiration Using NOAA/AVHRR Data Journal of Indian Society of Remote Sensing, vol. 33, no. 2, pp-211-217, 2005. List of Publications in Conferences in last five years 35. P. Mishra and D. Singh, Role of polarimetric indices based on statistical measures to identify various land cover classes in ALOS PALSAR data APSAR-Korea, 2011. 36. D. Singh and P. Mishra, Polarimetric data application for identification of various land covers Workshop on Second Chandrayaan-1 Mini-SAR Data Analysis, Ahmedabad, India Sept. 11, 2011. 37. A. N. Gaikwad, D. Singh and M. J. Nigam, RECOGNITION OF TARGET IN THROUGH WALL IMAGING USING SHAPE FEATURE EXTRACTION IGARSS, IEEE, CANADA, 2011. 38. D. Singh et al, SAR and Optical Data Utilization for Soil Moisture Retrieval in Vegetated Region APSAR-Kora, 2011. 39. D. Singh and P. Mishra, An adaptive approach for polarimetric data to classify the land cover International Workshop, Niigata University, Japan, Sept. 2011. 40. Harish, H. Yahia and D.Singh, Analysis of the curvelet based approach for the multiband fusion of modis satellite data for land cover analysis 19 th European Signal Processing Conference, pp. 1145-1149, Spain 29Aug-2 Sept., 2011. 41. D. Singh, S. Pandey and M. Jain, Critical analysis of SFCW- GPR data for real time target identification IEEE symposium series in computational intelligence, Paris 2011 (accepted), 42. D. Singh, R. Prakash and N. P. Pathak, Satellite Image Application for Retrieving the crop covered soil moisture Proceeding of ICON, BHU, India, Dec 2010. 43. T. Pant, D. Singh, and T. Srivastava, Application of Fractal Parameters for Unsupervised Classification of SAR images: A Simulation based Study IITM, Allahabad, India, Dec. 2010 44. Patri Upender, Dharmendra Singh, Sang-Eun Park, Yoshio Yamaguchi Comparative Study to Estimate Soil Moisture with PALSAR Data International Conference on Space, eronautical and Navigational Electronics 2010, Oct. 27-29, 2010 (ICSANE 2010), Korea.. 45. Rishi Prakash, Dharmendra Singh and Nagendra P Pathak, Soil Moisture Retrieval in Vegetated Area with the Utilization of Polarimetric SAR and MODIS data, ICRS- 2010, Dec. 14-17, 2010, Jodhpur, India. 46. Pooja Mishra and Dharmendra Singh, Knowledge-based decision tree classification for ALOS-PALSAR quad-pol data and its comparison with supervised classification approaches based on various SAR observables ICRS-2010, Dec. 14-17, 2010, Jodhpur, India. 11

47. Shiv Ram Meena and Dharmendra Singh, Analysis of Frequency Selective Surfaces for radar absorbing materials, ICRS-2010, Dec. 14-17, 2010, Jodhpur, India. 48. Dharmendra Singh and V V Chamundeeswari, Role of Texture Measures on Roughness for Labeling the Clusters in SAR Images ICRS-2010, Dec. 14-17, 2010, Jodhpur, India. 49. Rajesh Tiwari, Dharmendra Singh, M. Mende, D. S. Chauhan and R.K. Singh, Application of GA to Retrieve Soil Parameters from ERS-2 Data ICRS-2010, Dec. 14-17, 2010, Jodhpur, India. 50. V V Chamundeeswari a and Dharmendra Singh, ADAPTIVE ALGORITHM FOR UNSUPERVISED CLASSIFICATION OF SAR IMAGES BY WAVELET ANALYSIS ICRS- 2010, Dec. 14-17, 2010, Jodhpur, India. 51. D. Singh and G. Mittal, Contribution of Polarimetric Information Fusion and Target Decomposition Methods for Landcover Classification AP-RASC-2010, Japan. 52. P. Mishra and D. Singh, Effect of Ensemble Averaging on Classification based on 4- D Modified Decomposition of ALOS PALSAR Quad Pol Data AP-RASC-2010, Japan. 53. R. Sato, A. Sato, Y. Yamaguchi, D. Singh, G. Singh, H. Yamada, Landcover Monitoring in India Using POLSAR image Analysis with Quad Polarimetric ALOS PALSAR data AP-RASC-2010, Japan. 54. V. V. Chamundeeswari and Dharmendra Singh, Surface parameter characterization from texture measures for labeling in SAR images, in National Seminar on Radar Remote Sensing and Its Application, 25 th and 26 th September 2009, Roorkee, India. 55. Gunjan Mittal and Dharmendra Singh, Landcover classification based on decomposition methods: First results with PALSAR polarimetric data, National Seminar on Radar Remote Sensing and Its Application, 25 th and 26 th September 2009, Roorkee, India. 56. Rishi Prakash, Dharmendra Singh and N. P. Pathak, Specular scattering for soil texture retrieval at X-band, National Seminar on Radar Remote Sensing and Its Application, 25 th and 26 th September 2009, Roorkee, India. 57. Triloki Pant, Dharmendra Singh and Tanuja Srivastava, Fractal modeling of SAR images for retrieval of surface dielectric, National Seminar on Radar Remote Sensing and Its Application, 25 th and 26 th September 2009, Roorkee, India. 58. Rishi Prakash, Dharmendra Singh and N. P. Pathak, Bistatic scatterometer performance for soil texture analysis and its Retrieval at C-Band, Indian Society of Remote Sensing Symposium ISRS 2009, 17-19 September, 2009, Nagpur, India. 59. Triloki Pant, Dharmendra Singh and Tanuja Srivastava, Application fractal dimension for retrieval of surface roughness parameters from classified agricultural areas using SAR images, Indian Society of Remote Sensing Symposium ISRS 09, 17-19 September, 2009, Nagpur, India. 60. Harish Kumar GR and Dharmendra Singh, Cluster based approach for enhancement of classification accuracy for the land cover classification of Roorkee region of MODIS images, Indian Society of Remote Sensing Symposium ISRS 09, 17-19 September, 2009, Nagpur, India. 61. Pramod Kumar Verma, Abhay N Gaikwad and Dharmendra Singh, Study of wall effect for target detection with ultra wideband through wall imaging, in Proceedings of the Vaccume Electronics Devices and Applications VEDA-09, 8 th -10 th January 2009, Banaras, India. 62. Dharmendra Singh, Abhay N Gaikwad, Pramod Kumar Verma, and M J Nigam, Study of wall effect for size determination in through wall imaging, International Radar symposium India 2009 (IRSI-09), Bangalore, India. 63. Dharmendra Singh, Pramod Kumar Verma, Abhay N Gaikwad, and M J Nigam, Detection and identification of low dielectric material object in presence of metallic object using ultra wideband through wall imaging, International Radar symposium India 2009 (IRSI-09), Bangalore, India. 12

64. Triloki Pant, Dharmendra Singh and Tanuja Srivastava, A Novel Approach to Retrieve the Surface Parameters for SAR Images using Fractal Dimension Technique, National symposium on Advances in remote sensing technology and applications with special emphasis on microwave remote sensing, Ahmedabad, India, 18-20 December 2008. 65. Chamundeeswari V V, Singh D, Singh K, and Wiesbeck W, A novel approach to change detection technique with analysis and validation using probability distribution function, National symposium on Advances in remote sensing technology and applications with special emphasis on microwave remote sensing, Ahmedabad, India, 18-20 December 2008. 66. Gunjan Mittal and Dharmendra Singh, Critical analysis of polarimetric PALSAR data for Land cover classification, International conference on recent advances in Microwave theory and application( Microwave-08), Jaipur, India, 21-24 November 2008. 67. Triloki Pant, Dharmendra Singh and Tanuja Srivastava, Multi-Fractal Analysis of SAR Image for Unsupervised Classification, Microwave-08, Jaipur, India, 21-24 November 2008. 68. Rishi Prakash and Dharmendra Singh, Microwave Sensitivity Analysis of Soil Texture at C-Band with Bistatic Scatterometer for Remote Sensing, Microwave-08, Jaipur, India, 21-24 November 2008. 69. Gunjan Mittal and Dharmendra Singh, Critical analysis of bistatic measurement of surface roughness at x-band for remote sensing, 37 th COSPAR Scientific Assembly, Montreal, Canada, 13-20 July 2008. 70. Harish Kumar G R and Dharmendra Singh, A Pixel Purity Index and Curvelet based approach for the Fusion of ASTER and MODIS data for land cover classification, 37th COSPAR Scientific Assembly, Montreal, Canada, 13-20 July 2008. 71. Triloki Pant and Dharmendra Singh, Advanced Fractal Approach for Semiunsupervised Classification of SAR Images, 37 th COSPAR Scientific Assembly, Montreal, Canada, 13-20 July 2008. 72. Chamundeeswari V V, Singh D, Singh K, and Wiesbeck W, Change Detection module for New Orleans city of USA using Differential SAR Interferometry, 37 th COSPAR Scientific Assembly, Montreal, Canada, 13-20 July 2008. 73. Rishi Prakash and Dharmendra Singh, Sensitivity of Bistatic Microwave Scattering for Soil Texture at X-Band for Remote Sensing, 37 th COSPAR Scientific Assembly, Montreal, Canada, 13-20 July 2008. 74. D. Singh, N. K. Agrawal and R. Parida, Effect of Different Regular Shapes with Multi-Layer Coating of Absorbing Materials for RCS Reduction at X- Band International Conference on Radio Science, 27-29 th Feb, 2008, Jodhpur, India. 75. Chamundeeswari V V, Singh D, Singh K, and Wiesbeck W, A critical analysis to generate change detection map using SAR interferometry for land subsidence monitoring of New Orleans city of USA, International Geoscience and Remote Sensing Symposium: the next generation IGARSS 08, Boston, USA, 6-11 July 2008. 76. Singh D, Chamundeeswari V V, Saurabh Sharma and Hitesh Sharma, An importance of Satellite based Radar images to monitor change detection on Earth surface, Proceedings of International Conference on Radio Sciences (ICRS 2008) Jodhpur, India 27-29 February 2008. 77. G.Mittal and D.Singh, Microwave response on surface roughness at X-band for remote sensing, ICRS (International conference on radio science) Jodhpur, 27-29 February, 2008. 78. Triloki Pant, D. Singh and Tanuja Srivastava, Advanced Fractal Approach for Unsupervised Classification of SAR Images: Useful Application for Planet Terrain Classification, International Conference on Terrestrial Planets: Evolution through Time, PRL Ahemadabad, 22-25 January 2008. 13

79. D. Singh, An Efficient Electromagnetic Approach to Train the SVM for Depth Estimation of Shallow Buried Objects with Microwave Remote Sensing Data International Geoscience and Remote Sensing Symposium, IGARSS 2007, Barcelona, Spain, 23-27 July 2007. 80. R. S. Gautam, D. Singh, A. Mittal, Detection of hotspots in NOAA/AVHRR images using principal component analysis and information fusion technique, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 36, Part 4, pp. 951-956, 2007. 81. R. S. Gautam, D. Singh, A. Mittal, Harmonic analysis of Time-Series NOAA/AVHRR images for hotspot detection and land features Classification, International Geoscience and Remote Sensing Symposium, IGARSS 2007, Barcelona, Spain, 23-27 July 2007. 82. Harish Kumar G R, Dharmendra Singh, Ankush Mittal, Fusion of MODIS, AVHRR and ASTER data using curvelet transform for land cover classification, Geoscience and Remote Sensing Symposium, 2007, IGARSS 2007. IEEE International, Page(s): 3082-3085, 23-28 July 2007. 83. V V Chamundeeswari1, D Singh and K Singh Unsupervised Land Cover Classification of SAR Images by Contour Tracing International Geosciences and Remote Sensing Symposium, 07 Published in IEEE Proceedings, 547-550 (DOI: 10.1109/IGARSS.2007.4422852)IGARSS 2007, Barcelona, Spain, 23-27 July 2007. 84. K. C. Tiwari, D. Singh and M. Arora, Algorithm Overview Based on Image Processing with EM Techniques in X-band and GA Approach for Depth Estimation of Shallow Buried Dummy Land Mines, pp. 332-336, IEEE Proceeding of Radar Conference, 2007. 85. D. Singh, Electromagnetic and Computational Approach to Detect Depth of Buried Object Using radar Remote Sensing Data at X-Band Procedding of WFMN07, pp. 98-103, Chemnitz, Germany, 2007. (http://archiv.tu-chemnitz.de/pub/2007/0210/ ) 86. R. S. Gautam, D. Singh, A. Mittal, A rough set classification based approach to detect hotspots in NOAA/AVHRR images, IEEE International Conference on Intelligent Sensing and Information Processing, ICISIP-2006, Bangalore, India, [DOI: 10.1109/ICISIP.2006.4286076], pp. 122-127, 2006. 87. D. Singh and Sajin. P., Application of SVM on satellite images to detect hot spots in Jharia coal field region of India COSPAR-Beijing, China, 2006. 88. D. Singh and A. Swami, An Approach to Develop Information System for Radar Data to Identify the Shape of Shallow Buried Metallic Objects, ISPRS-Goa, 2006. 89. V. V. Chamundeeswari, D. Singh and K. Singh, Unsupervised Land Cover Classification of SAR Images Using Greedy Kernal PCA, International Conference on Microwave Remote Sensing, Jodhpur, Dec. 2006. 90. KC Tiwari, D. Singh and M. Arora, Development of polarimetric transforms for detection of shallow buried non-metallic landmines in microwave X-band region International Conference on Microwave Remote Sensing, Jodhpur, Dec. 2006. 91. D. Singh, An Efficient Modeling with GA Approach to Retrieve Soil Texture, Moisture and Roughness from ERS 2 SAR Data International Conference on Microwave Remote Sensing, Jodhpur, Dec. 2006. 92. KC Tiwari, D. Singh and M. Arora, Detection of Shallow Buried Non-Metallic Landmine in Microwave X-Band Region and Estimation of Shape Using ANN Based Model National Conference on Microwave-06, Jaipur, 2006. 93. R. S. Gautam, D. Singh, A. Mittal, Detection of Hot Spots in NOAA/AVHRR Images using Principal Component Analysis and Information Fusion Technique ISPRS-Goa, 2006. 94. V. V. Chamundeeswari and D. Singh, Computationally Efficient Extraction and Integration of Multi Wavelet Based Features for Segmentation of SAR Images ISPRS-Goa, 2 International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences vol. 36, IV, pp 69-74, 2006. 14

95. Harish Kumar and D. Singh, Application of Binary Division Algorithm for Image Analysis and Change Detection to Identify the Hotspots in MODIS Images, ISPRS- Goa, vol. 36, Part 4, pp. 140-145, 2006. 96. D. Singh, Application of Satellite Data to Monitor the environmental Degradation, NSSS_2006, Trivendrum, India, 2006. 97. Chamundeeswari V V, Singh D, and Singh K, Unsupervised Land Cover Classification Via Feature Selection and Integration using PCA, 13 th Symposium in Earthquake engineering department, IITR vol. 2, 163-167, Roorkee, India, 18-20 December 2006. 98. D. Singh and A. Swami, Shape of Buried Objects with Remote Sensing Approach, NSSS-2006, Trivendrum, India, 2006. 15