Pengyu Chu

Pengyu Chu

Senior Research Engineer @ HUAWEI

Ph.D. @ Michigan State University

Hello there!

I am serving as a Senior Research Engineer at 2012. Laboratories, Huawei, focusing on reviewing cutting-edge research and developing advanced computer vision models for pose estimation, face recognition, and video segmentation.

Previously, I received my Ph.D. from Michigan State University advised by Dr. Zhaojian Li in the RIVAL group, and B.S. in Computer Science at Sichuan University. My primary focus is to develop machine learning models adaptive perception algorithms for robotics. Based on this goal, my research resolves around applied machine learning, image segmentation and vision-based localization in orchard-grown fruit harvesting, visual reasoning as well as reinforcement learning.

✨News✨

Interests
  • Visual Reasoning
  • Image/Video Segmentation
  • Multimodal Learning
  • Reinforcement Learning
  • VLM/MLLM
Education
  • Ph.D. in Electrical and Computer Engineering, 2018 - 2023

    Michigan State University

  • BSc in Computer Science, 2012 - 2016

    Sichuan University

Featured

Highlighted Projects

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Orchard Segmentation
Panoptic segmentation in the orchard for fruit harvesting robots.
Orchard Segmentation
PicA: Annotation Tool
PicA boosts annotation tasks, such as object detection | counting, and instance | semantic | panoptic segmentation.
PicA: Annotation Tool
ALACS: Apple Localization
An apple 3D Localization technique using laser-camera triangular principle.
ALACS: Apple Localization