Report

Vivian

June 20, 2022 - June 26, 2022

Papers

Title 2: Enhanced Deep Learning Scheme Based On PANet for Real-Time Detection of Tomato Diseases
Target: IEEE Intelligent Systems (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: Real-Time tracking of miniaturized fleet of UAVs Under Stealth Scenario (Tentative)
Target: ICTC 2022

Title 5: VisioNET Dataset: An Aerial Dataset for Scenario-Based Multi-Drone Detection and Identification
Research (Anti-drone project)
Target: IEEE Transactions on Aerospace and Electronic Systems

Title 6: Scalable Out-of-Core Learning Model for Intrusion Detection System on the Internet of Drones
Target: KICS Summer 2022 (Accepted)

Title 7: Scale Variant and Low Luminance Aerial Recognition Model for Drones and Birds in Ground-to-
Air Networks
Target: IET Intelligent Transport Systems (Under Review)

80% Progress
Last Week's Progress

Title 2: Awaiting reviewers' comments.

Title 3: Awaiting reviewers' comments

Title 4: i. Completed preprocessing of the unstructured dataset and ran simulations for selected ML
classifiers
ii. Completed the design of the system model

Title 6: Prepared PowerPoint for poster presentation

Title 7: Completed and submitted paper for possible publication

This Week Todo's

Title 2: Awaiting reviewers' comments.

Title 3: Awaiting reviewers' comments

Title 4: Complete and submit the paper to senior colleagues for necessary corrections.


Title 6: Attend and garner knowledge from KICS conference

Title 7: Awaiting reviewers’ comments




Lectures

i. Prepare final presentation for capstone design

ii. Prepare presentation for real-time systems course

Project Progress

Water Quality Monitoring System (WQMS)

20% Progress
Last Week's Project

i. Researched the different water quality monitoring systems and their specifications.

ii. Met with team members to discuss how to improve the existing system.

iii. Continued with the writing of the final presentation of the anti-drone project

This Week's Project

i. Extensively write on existing WQMS and their percentived limitations

Monthly Goals

i. Complete and submit the group’s dataset article for possible publication

ii. Attend a domestic conference

iii. Complete and submit ICTC paper.

iv. Acquire in-depth knowledge of the various ML and DL algorithms

v. Become proficient in the use of python for object detection and tracking in real-time

Annual Goals

i. Submission of at least 3 journals (2 achieved)

ii. Become an AI expert