Xiaogang Jia

Xiaogang Jia

Graduate Student

Harbin Institute of Technology

Biography

I am currently a graduate student at Machine Vision Lab of Harbin Institute of Technology. Before that, I received my B.Eng. degree from Harbin Engineering University in 2019. My research interests include computer vision and deep learning, focusing on object detection and instance segmentation. Recently, I started the remote research intern at MSC lab of UC Berkeley and my research topic is behavior prediction for autonomous driving.

Interests

  • Object Detection
  • Instance Segmentation
  • Behavior Prediction

Education

  • MEng in Control Engineering, 2021

    Harbin Institute of Technology

  • BEng in Automation, 2019

    Harbin Engineering University

Recent Updates

I begin my remote research intern at MSC Lab of UC Berkeley!

One paper is submitted to IEEE Transactions on Instrumentation and Measurement!

One paper is submitted to IECON 2020-Annual Conference of the IEEE Industrial Electronics Society!

Publications

(2020). A Modified CenterNet for Crack Detection of Sanitary Ceramics. IECON 2020 - Annual Conference of the IEEE Industrial Electronics Society.

PDF

(2020). Scale-Adaptive NN-based Similarity for Robust Template Matching. IEEE Transactions on Instrumentation and Measurement.

Research

INTERPRET trajectory prediction

INTERPRET trajectory prediction

behavior prediction in highly interactive driving scenarios

Object Detection in Aerial Images

Object Detection in Aerial Images

object detection in bird’s eye view

Defect Detection for Sanitary Ceramics

Defect Detection for Sanitary Ceramics

a robust and real-time anchor-free model for defect detection

Intelligent Monitoring System for Belt Conveyor

Intelligent Monitoring System for Belt Conveyor

detection for coal piling, smoke, fire and person

License Plate Recognition in Natural Scenes

License Plate Recognition in Natural Scenes

an end-to-end deep learning system for LPs recognition