About me

I am a 3rd-year Ph.D candidate at ComSee group, ISPR department of Institut Pascal, Université Clermont Auvergne, UMR 6602 - CNRS. My research interest is Face Analysis for Augmented Reality Applications and deep CNN interpretations.

Previously I obtained my Master’s degree in engineering (Diplôme d’ingénieur) in Ecole des Mines de Saint-Etienne. In 2014, I obtained my Bachelor’s degree in biomedical engineering from Fudan University, China.

Publication

• 2D Wasserstein Loss for Robust Facial Landmark Detection
  Y. Yan, S. Duffner, P. Phutane, A. Berthelier, C. Blanc, C. Garcia, T. Chateau
  ArXiv Preprint 1911.10572
  [pdf]; [Code (Coming soon)]

• Facial Landmark Correlation Analysis
  Y. Yan, S. Duffner, P. Phutane, A. Berthelier, C. Blanc, C. Garcia, T. Chateau
  ArXiv Preprint 1911.10576
  [pdf]; [Code (Coming soon)]

• Human Hair Segmentation In The Wild Using Deep Shape Prior
  Y. Yan, A. Berthelier, S. Duffner, X. Naturel, C. Garcia, T. Chateau
  CVPR Workshop on Computer Vision for Augmented and Virtual Reality, 2019
  [pdf]; [Project Page]

• Face Parsing for Mobile AR Applications,
  Y. Yan, B. Bout, A. Berthelier, X. Naturel, T. Chateau
  IEEE International Symposium on Mixed and Augmented Reality (ISMAR Demo), 2018
  [pdf]; [IEEE Access]; [Video Demo]

• A survey of deep facial landmark detection
  Y. Yan, X. Naturel, T. Chateau, S. Duffner, X. Naturel, C. Garcia, C. Blanc
  Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), 2018
  [pdf]

Talks

• Explainable and interpretable CNN
  Deep Learning Seminar, Institut Pascal, 2019
  [Slides]