About
Hi, I’m Zijing (Jing) Huang, a Ph.D. researcher at the University of Florida working with Dr. Won Suk Lee. My research focuses on computer vision, and AI-driven perception systems that help machines see and make better decisions in the real world.
Before starting my Ph.D., I earned my M.S. in Mechanical and Aerospace Engineering at UF and my B.E. in Mechanical Engineering from Beijing University of Chemical Technology, where I founded the university’s baseball team and club. Along the way, I’ve published multiple first-author papers, built practical AI systems for precision agriculture, and earned recognition for research that works both in the lab and in the field.
Outside of research, I enjoy photography, music, and workout. Fred again.. is my favorite artist.
Good taste is all you need :)
Research
Planar Gaussian Splatting & Prompt-Free 3D Segmentation for Plant Canopies
CLIP–Depth Guided Multi-View Pair Selection for Large-Scale 3D Reconstruction
Multi-View Transformer for Lightweight 3D Object Representation
Loop-Free Long-Sequence Field Mapping with VGGT
Zero-Annotation Segmentation via YOLO-Guided SAM Prompt Automation
Lightweight Detection with Mamba and Frequency-Domain Channel Mixing
Real-Time 6-DoF Fruit Pose Estimation for Quadruped Robots
Multimodal Yield Forecasting with Vision–Weather–Growth Fusion
IR/RGB Contrastive Fusion for Robust Automatic Target Recognition
Albums
Contact
Drop me a line at zijinghuang97@gmail.com — I'd love to talk about new projects or collaborations.