3 papers
cs.RO2024
APEX: Ambidextrous Dual-Arm Robotic Manipulation Using Collision-Free Generative Diffusion Models
Apan Dastider, Hao Fang, Mingjie Lin
Dexterous manipulation, particularly adept coordinating and grasping, constitutes a fundamental and indispensable capability for robots, facilitating the emulation of human-like be…
cs.CV2023
FPGA-QHAR: Throughput-Optimized for Quantized Human Action Recognition on The Edge
Azzam Alhussain, Mingjie Lin
Accelerating Human Action Recognition (HAR) efficiently for real-time surveillance and robotic systems on edge chips remains a challenging research field, given its high computatio…
cs.RO2023
RETRO: Reactive Trajectory Optimization for Real-Time Robot Motion Planning in Dynamic Environments
Apan Dastider, Hao Fang, Mingjie Lin
Reactive trajectory optimization for robotics presents formidable challenges, demanding the rapid generation of purposeful robot motion in complex and swiftly changing dynamic envi…