Profile
Assistant Professor in the field of Computer Science & Engineering
Akshay Pandey earned his Ph.D. from the Indian Institute of Technology Roorkee (IIT Roorkee). He is currently engaged in research at the intersection of Web-based Geographic Information Systems (Web-GIS) and Artificial Intelligence (AI). He possesses strong expertise in the acquisition, processing, and management of geospatial data, along with hands-on experience in both hardware assembly and software integration of UAV systems. His recent work includes analyzing vegetation health indices (NDVI) over time using Google Earth Engine, and developing deep learning-based convolutional neural network (CNN) models for multi-crop classification and plant disease detection using RGB imagery. His strengths lie in programming with Python, C++, and Java, and in successfully executing multidisciplinary research projects.
My research interests lie at the intersection of Web-based GIS and Artificial Intelligence, with a particular focus on UAV-based remote sensing and geospatial image analysis. I am keenly interested in the acquisition, processing, and visualization of geospatial data for real-world applications such as precision agriculture and sustainable farming. I explore the integration of deep learning techniques for crop classification and plant health monitoring using high-resolution UAV imagery. Additionally, I am passionate about developing open-source GIS tools, web mapping platforms, and agricultural information systems to support data-driven decision-making. My work also involves spatio-temporal analysis using platforms like Google Earth Engine, and I maintain a strong interest in database management and web development for geospatial applications.
- PHD
IIT Roorkee
My courses
Current & Previous
Course Code | Course name | Category | Institute |
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Research
Areas or Specialisation / Project Activities / Publications / Books
WebGIS, Deep Learning, Agriculture, Unmanned Aerial Systems Engineering, Remote Sensing
- Historic Wooden Temples of Uttarakhand, India EWAP3111MG
Aim: This project aims to comprehensively document the historical and architectural aspects of selected endangered historic wooden temples associated with the Kaurava caste and the demonic deities that were narrated in the Mahabharata epic using digital technologies including photogrammetric tools. Collaborator (Co) Dr. Akshay Pandey IIITDM Jabalpur MP India Project Investigator (PI), Ram Sateesh Pasupuleti Associate Professor DAP, IIT Roorkee, Uttarakhand, India - 247667
Authors: Akshay Pandey, Shubham Awasthi, Kamal Jain
DOI: https://doi.org/10.1201/9781003441175
Book : Agri-Tech Approaches for Nutrients and Irrigation Water Management
Published 2024
Publisher: CRC Press
Pages 24
eBook ISBN9781003441175
2. Change Point Detection-Based Video Analysis
Authors: Ashwin Yadav, Kamal Jain, Akshay Pandey, Joydeep Majumdar and Rohit Sahay
DOI: 10.5772/intechopen.106483
Book : Intelligent Video Surveillance – New Perspectives
Publisher: IntechOpen
Published 2023
print Intech
Pages 24
eBook ISBN 978-1-80356-343-5
3. Web GIS Server Performance Benchmarking for Quality of Services
Authors: Akshay Pandey, Kamal Jain, Anuj Tiwari
Publication date: 2017
Book: CONCEPTS & APPLICATIONS OF WEB GIS
ISBN - 978-1-53612-779-9
Publisher: Nova Publisher
- 1. A robust deep attention dense convolutional neural network for plant leaf disease identification and classification from smart phone captured real world images
Authors: Akshay Pandey, Kamal Jain
Publication date: 2022/9/1
Journal: Ecological Informatics
Volume: 70
Publisher: Elsevier
2. Plant leaf disease classification using deep attention residual network optimized by opposition-based symbiotic organisms search algorithm
Authors: Akshay Pandey, Kamal Jain
Publication date : 2022/12
Journal: Neural Computing and Applications
Volume: 34
Issue: 23
Publisher: Springer London
3. An intelligent system for crop identification and classification from UAV images using conjugated dense convolutional neural network
Authors: Akshay Pandey, Kamal Jain
Publication date: 2022/1/1
Journal: Computers and Electronics in Agriculture
Volume: 192
Publisher: Elsevier
4. Calibration of Satellite Imagery with Multispectral UAV Imagery
Authors: Kamal Jain, Akshay Pandey
Publication date: 2020/11/12
Journal: Journal of the Indian Society of Remote Sensing
Publisher: Springer India
5. An Optimal RetinaNet Model For Automatic Satellite Image-Based Missile Site Detection
Authors: Ashwin Yadav, Kamal Jain, Akshay Pandey, Eshta Ranyal, Joydeep Majumdar
Publication date: 2022/9/1
Journal: Defence Science Journal
Volume: 72
Publisher: Defence Scientific Information & Documentation Centre
6. SPECTRO-RADIOMETER AND SPECTRAL INDICES BASED ENVIRONMENTAL IMPACT ASSESSMENT FOR MANGO TREE LEAVES IN AND AROUND IIT ROORKEE CAMPUS, INDIA
Authors: Akshay Pandey, Kamal Jain
Publication date: 2019/7/26
Publisher: ISPRS
7. A Novel Change Point Detection Approach for Analysis of Time-Ordered Satellite Imagery
Authors: Ashwin Yadav, Kamal Jain, Akshay Pandey, Joydeep Majumdar
Publication date: 2023/1
Journal: Journal of the Indian Society of Remote Sensing
Volume: 51
Publisher: Springer India
8. Urban landscape dynamics for quantifying the changing pattern of urbanisation in Delhi
Authors: Anuj Tiwari, Merugu Suresh, Kamal Jain, Mohd Shoab, Abhilasha Dixit, Akshay Pandey
Publication date : 2018/4/2
Journal: Journal of Rural Development
9. Comparative Assessment of Landsat-8 Satellite and UAV Derived NDVI with Spectro-Radiometer Observations for Crop Monitoring
Authors : Akshay Pandey, Kamal Jain
Publication date: 2019/12/11
Conference: American Geophysical Union, Fall Meeting 2019
10. Precision Agriculture: A Web-GIS Framework for Health and Stress Assessment Using Multi-Source Remote Sensing Data
Authors: Sahil Bhakal, Akshay Pandey, Kamal Jain
Publication date: 2024/10/21
Journal: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Volume: 48
Publisher: Copernicus GmbH
M. Tech./M.Des.
Roll no | Name | Status | Year | Specialization | Co-guide |
---|---|---|---|---|---|
24MCSA06 | Chirag Patel | Ongoing | 2024 | Drone Based Object Detection | |
24mcss05 | Keasv Mavi | Ongoing | 2024 | YTD |
Ph. D.
Roll no | Name | Status | Year | Specialization | Co-guide |
---|---|---|---|---|---|
23pcse03 | Shivam Dubey | Ongoing | 2024 | AI-Driven Adaptive Solutions for Crop Health Monitoring and Predictive Analysis in Precision Agriculture | Prof Aparajita Ojha |
Contact me
Feel free to contact
Akshay Pandey
drakshay@iiitdmj.ac.in
https://www.linkedin.com/in/akshay-pandey-4597ba46/
drakshay@iiitdmj.ac.in
09074525228
(Fax) 91-