Huaqian WU

PhD student

Huaqian.Wu

Paris, France

About Me

I am a final year PhD student in CEA MIRCen and University of Paris Saclay. I am working under the supervision of Dr. Thierry Delzescaux. My current research interest is deep learning for computer vision, instance segmentation and weakly supervised learning.

Work Experience

• PhD student

  CEA | Paris, France | Nov 2019 - present

  ▮ Deep Learning model for object detection, instance segmentation

  ▮ Generative model for image-to-image translation

  ▮ Mathematical morphology

  ▮ Programming in Python

• Software Intern

  Techinicolor | Rennes, France | Apr 2019 - Sep 2019

  ▮ Software Development for Android TV

  ▮ DRM and HDR Information monitoring and display

  ▮ Programming in JAVA

• Machine Learning and Computer Vision Intern

  Cleed | Paris, France | Jun 2018 - Sep 2018

  ▮ Patter extraction for clothes using CNNs

  ▮ Image classification

  ▮ Programming in Python

Education

• Ph.D. student in Computer Science

  University of Paris Saclay | Paris, France | Nov. 2019 - present

  ▮ Research areas : Computer Vision, Deep Learning, Image Segmentation

• Engineer's degree (equivalent to a master's degree)

  CentraleSupélec | Paris, France | Sep. 2017 - Sep. 2019

  ▮ Major: Ingénieur généraliste

• Bachelor's degree

  Huazhong University of Science and Technology | Wuhan, China | Sep. 2013 - Jun. 2017

  ▮ Major: Optoelectronic Engineering

Publication

• "Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section", in EMBC 2022.

  Huaqian Wu, Nicolas Souedet, Zhenzhen You, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

  ▮ Keywords: Deep Learning, Instance segmentation

  [PDF]

• "A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing", Computers in Biology and Medicine (2022): 106180.

  Huaqian Wu, Nicolas Souedet, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

  ▮ Keywords: Weakly-supervised Learning, Mathematical Morphology

  [PDF]

• "Adversarial Stain Transfer to Sudy the Effect of Color Variation on Cell Instance Segmentation", in MICCAI MOVI workshop 2022.

  Huaqian Wu, Nicolas Souedet, Camille Mabillon, Caroline Jan, Cédric Clouchoux, Thierry Delzescaux

  ▮ Keywords: Color Transfer, Generative model, Cell Segmentation

  [PDF]