Projects

  • Road Network extraction from satellite imagery(NRSC).

This is a research projects in academic collaboration with National Remote Sensing Centre, Indian Space Research Organization. The projects aims road network extraction from satellite imagery which is closely related to object identification. Another project is to build a framework for scenic interpretation from crowd sourced images based on deep learning model. The environment used is Python, scikit-learn, OpenCV, Tensorflow, Geospatial Data Abstraction Library (GDAL) etc.

  • Artificial Intelligence in Dental Science(Government Dental College and Hospital).

The proposed project is for Department of Conservative Dentistry and Endodontics, which involves automation of capturing of Case History Data both text and radiographic images. Utilizing Artificial Intelligence and Machine Learning ,it will predict the Prognosis based on patients’ signs and symptoms captured in the previous step.

Projects Executed
A. Research projects in academic collaboration with National Remote Sensing Centre
(NRSC), Indian Space Research Organization (ISRO), Hyderabad in the field of deep
learning model, machine learning and image processing from Dec 2017– Apr 2019
List of projects

  1. A framework for scenic interpretation of crowd-sourced geo-tagged photographs
    based on image analysis and deep learning model, Co-Principal Investigator
  2. Road Extraction from satellite images using deep learning models, Principal
    Investigator
    B. Appointed as Assistant Software Engineer in Funded project titled ‘Grid
    Fabric/Middleware Technologies for developing Ocean Related Applications and
    Services’ sponsored by Indian National Centre for Ocean Information Services
    (INCOIS)., under Department of CIS, University of Hyderabad, Feb 2012 – Dec 2012
    Projects Proposals
    C. Dr. Tilottama Goswami as PI, submitted DST project proposal in collaboration with
    University of Salerno, University of Pisa, University of Basilicata, IIT Hyderabad,
    CV: Tilottama Goswami Page 6
    NIRD, Osmania University titled ‘Leveraging Industry 4.0 Emerging Technologies
    for Predicting Quality of Life using Human Development Index’ applied for IndoItalian call for proposals for the Network of Excellence, 30 April 2021
    D. Dr Tilottama Goswami (Co-PI) in technical collaboration with Dept of Chemistry,
    submitted proposal for SERB-POWER Grant, Applying Machine Learning
    Techniques for Forecasting of Crop Yield using Reclaimed Food Industry
    Wastewater, 6 Jan 2021
    E. Project proposal submitted on ‘Assessing the Impact of Integrated Child
    Development Services (ICDS) intervention in Tribal Populations using Predictive
    Analytics: a Study of Gudur Mandal, Mahabubabad District, Telangana’ for TSCOST
    – Department of Science and Technology (DST), GoI funded program, 29 Jan 2020
    F. Project proposal submitted on ‘Intelligence based Hardware and Software solution
    for Automatic detection and classification of objects in satellite images’ Innovations
    for Defence Excellence (iDEX), Artificial Defence India Startup Challenge launched
    by Ministry in partnership with Atal Innovation Mission, 3 Dec 2020
    G. Project proposal submitted on ‘Statistical Modelling to set up hypothesis test to
    formulate and establish the inferences drawn from John Holland psychometric
    responses and English Numeracy Pattern Test responses for evaluation of youth’s area
    of interest’ for DDU-GKY Skill Development Programme under Ministry of Rural
    Development, NIRD, Hyderabad, 1 Dec 2020