Zhuoguang Chen

Project Experience

Robust Adversarial Attack for Deep Neural Target Detection Network

• Explored the adaptability of some classical methods including DPatch, DPAttack, and RPAttack on the DOTA dataset.
• Introduced Class Patch Attack (CPAttack), a novel class-based geometric transformation robust adversarial method.
• By targeting detection boxes for improved results, and directly applying perturbations based on box categories, CPAttack exhibits real-time applicability and practical significance.

Design and Implementation of a Quadruped Robot for AI Education

• My Github repository, which introduces basic implementation of this project.
• Completed the control algorithm of the quadruped robot based on an open-source project and verified it through simulation on Rviz and Gazebo.
• Integrated AI modules to achieve more convenient upper-layer intelligence applications.
• Utilized visual programming to enhance the application of the project in education.

Research on Human-Computer Interaction Technology Based on 3D Gaze Estimation

• My Github repository, which introduces basic implementation of this project.
• Utilized GazeTR-Hybrid to extract initial features and estimate the gaze direction.
• Projected the gaze vectors in space onto the monitor using spatial geometric projection relationships, enabling us to compute the point of regard.
• Applied the Real-Time Gaze Transformer to eSports for a competitive level comparison demo.

Smart Course Schedule Program

• Implemented essential functions that a standard course schedule should have.
• Utilized a dynamic planning algorithm to personalize the review plan for each user.
• Achieved the intelligent scheduling of course contents through a greedy algorithm.