PRE-SYMPOSIUM TUTORIAL Registration: 08.45 – 09:20hrs (Venue: NRSC Outreach facility, Jeedimetla)

Inaugural Session

Inaugural Ceremony (09:30-10:00hrs) Nov 12, 2022


09:30 – 09.35 hrs	Invocation and Lighting of Lamp
09.35 – 09:40 hrs	Welcome & Opening Remarks	Dr. V. V. Rao, Associate Director, NRSC, ISRO & Chairman, ISRS-Hyderabad Chapter.
09:40 – 09.45 hrs	Introductory Remarks	Dr. M.V. Ravi Kumar, Dy. Director, MSA, NRSC, ISRO.
09.45 – 09.55 hrs	Address by Chief Guest	Dr. Prakash Chauhan, Director, NRSC, ISRO & President, ISRS.
09.55 – 10.00 hrs	Vote of Thanks	Dr. G. Srinivasa Rao, Group Director, Training, Education & Outreach Group (TEOG), NRSC.
10.00 – 10.15 hrs	TEA BREAK


	Machine Learning and Deep Learning for Remote Sensing Applications	Microwave Remote Sensing: SAR applications with EOS-04	Recent trends in UAVs for Remote Sensing Applications
1015-1100	Introduction to Remote Sensing Applications Dr. K. Sreenivas	Introduction to SAR Remote Sensing, overview of EOS-04 Ms. Swati/ Mr. Partha	UAV Remote Sensing: Sensors and Platform System Mr. J.Narendran / Mr.Chaitanya
1100-1145	Overview of Machine learning for Remote Sensing applications Dr. K. Rama Mohana Rao	SAR Data Processing Mr. Raghav/Mr. Ramanujam	Basics of UAV Photogrammetry and Data Processing Mr. B. Narender
1145-1230	Unsupervised Machine learning algorithms for remote sensing applications Mr. K. Sachin Prakash	EOS-04 data products Ms. K. Niharika	Basics of UAV Photogrammetry – Continuation
1230-1315	Supervised Machine learning algorithms for remote sensing applications Ms. Radhika T	Basics and Advances of SAR polarimetry and its applications Ms. P.V. Jayasri	UAV Flight Planning Mr.Rajesh
1315-1430	LUNCH BREAK
1430-1530	QGIS for unsupervised machine learning algorithms – Demo Mr. Sachin Prakash / Mr. Pruthivi Raj	Hands on: Bhoonidhi – Data ordering & Dissemination(15 Min) SAR Data processing for applications Ms. Richa Goyal Mr. Tarun M./ Mr. Tathagata Ms. S. Hari Priya / Ms. P.V Jayasri Ms. K. Niharika	UAV - Assembling & Flight demonstration Mr. Rajesh / NESAC
1530-1545	TEA BREAK
1545-1700	Supervised machine learning using Google Earth Engine Demo Mr. Uday Kumar Mr. Gaurav Shukla	Hands on continuation	UAV Data Processing Demonstration Mr Victor

Day-2: 13th November, 2022


0900-1030	Introduction of Deep learning and NN for remote sensing applications Mr. Anil Yadav	EOS-04 Applications Themes – Ecosystems Mr. C. Patnaik / Dr. Anup Kumar Das	Hands-on: UAV Data Processing Mr.Victor / Mr.B.Narender / Mr.Abhijit
1030-1045	TEA BREAK
1045-1115	CNN based Image segmentation for buildings and other land cover classes Ms. Kriti Rastogi	EOS-04 Applications Themes –Cryosphere, Solid Earth Dr. Sushil Kumar Singh Dr. Praveen Thakur Dr. Tapas Martha	Hands-on on UAV Data Processing (Continued) Generation of UAV Data products – DSM, DTM, Orthoimage, Vegetation Indices etc. Mr.Viktor / Mr.B.Narender / Mr.Abhijit
1115-1200	RNN and LSTM for time series analysis Mr. Ujjwal K. Gupta	EOS-04 Applications Themes – Hydrology Dr. Praveen Kumar Gupta	UAV Remote Sensing in agriculture & Vegetation studies Mr. Ramachandra Hebbar
1200-1245	RNN and LSTM for time series analysis Mr. Ujjwal K. Gupta	EOS-04 Applications Themes – Oceanography Dr. Abhisek Chakraborty	UAV Applications in Geosciences and Geohazards Dr.Tapas Ranjan Martha
1245-1330	RNN and LSTM for time series analysis (contd.) Mr. Ujjwal K. Gupta	EOS-04 Applications Themes – Disaster Management Dr. A.V. Suresh Babu	UAV Applications in Forestry Mr. G.Rajasekhar Mr. Suraj Reddy
1330-1430	LUNCH BREAK
1430-1530	CNN for Image Segmentation of remote sensing images using python – Demo Ms. Kriti Rastogi	Hands on: SAR Data processing for applications Mr. Tarun M. / Mr. Tathagata Ms. S. Hari Priya / Ms. P.V. Jayasri Ms. K. Niharika	UAV Applications for Cadastral Mapping Representative of SoI
1530-1600	RNN for temporal analysis using python – Demo Mr. Ujjwal K. Gupta	Hands on continuation	UAV Applications continuation
1600-1615	TEA BREAK

Concluding Session

Closing Ceremony (16.15 – 17:00 hrs)


Chair(s): Dr. V. V. Rao, Associate Director, NRSC, ISRO & Chairman, ISRS-Hyderabad Chapter. Dr. M. V. Ravi Kumar, Dy. Director, MSA, NRSC, ISRO.
16:15 – 16:30 hrs	Remarks by Course coordinators
16:30 – 16:45 hrs	Feedback from participants
16:45 – 16:50 hrs	Distribution of Certificates
16:55 – 17:10 hrs	Discussion & Concluding remarks by Chair(s)
17:10 – 17:15 hrs	Vote of thanks by Dr. G. Srinivasa Rao, Member Secretary, Pre-Symposium Tutorial Session Committee.