Title 2: UAV Assisted Real-Time Detection and Recognition of Citrus Disease in Smart Farm Using Deep
Learning
Target: Computers and Electronics in Agriculture (Under Review)
Title 3: Aerial Surveillance and Detection of Drones and Birds; Deploying a Custom CNN model
Target: IEEE Transactions on Vehicular Technology (Under Review)
Title 4: Light-Weight CNN Model for Real-Time Recognition of Miniaturize fleet of UAVs
Target: KICS Winter 2022 (Accepted)
Title 5: Real-Time tracking of miniaturize fleet of UAVs Under Stealth Scenario (Tentative )
Title 2: Awaiting review comments
Title 3: Awaiting review comments
Title 5: Continue studying tracking techniques in OpenCV
Title 2: Implement review comments and resubmit to another journal based on professor’s approval.
Title 3: Awaiting review comments
Title 5: Continue studying KCF tracking implementation techniques in OpenCV
Anti-Drone System
i. Studied the different types of correlation filters used for tracking of drones.
ii. Continue studying DL models for object detection
i. Working on KCF algorithms in OpenCV
ii. Implement group’s task assigned to me
ii. Continue studying on DL models used in computer vision
i. Complete and submit group’s dataset article for possible publication
ii. Attend at least 2 international conferences (1 achieved)
iii. Acquire in-depth knowledge of the various DL algorithms
iv. Become proficient in the use of MATLAB for object detection and other machine learning algorithms
v. Submission of article 2 for possible publication (Achieved)
i. Submission of at least 3 journals (1 achieved)
ii. Become an AI expert