Self-supervised Video-centralised Transformer for Video Face Clustering

no code implementations • 24 Mar 2022 • Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic

We also investigate face clustering in egocentric videos, a fast-emerging field that has not been studied yet in works related to face clustering.

Contrastive Learning Face Clustering +1

FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild

1 code implementation • 21 Jun 2021 • Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

To evaluate our method on in-the-wild data, we also introduce a new challenging large-scale benchmark called IMDB-Clean.

Age Estimation Face Parsing

Deep Polarization Imaging for 3D shape and SVBRDF Acquisition

no code implementations • CVPR 2021 • Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh

We present a novel method for efficient acquisition of shape and spatially varying reflectance of 3D objects using polarization cues.

RoI Tanh-polar Transformer Network for Face Parsing in the Wild

2 code implementations • 4 Feb 2021 • Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

Face parsing aims to predict pixel-wise labels for facial components of a target face in an image.

Face Parsing

Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation

1 code implementation • 5 Jun 2020 • Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic

Introducing LI mechanisms improves the convolutional filter's sensitivity to semantic object boundaries.

Semantic Segmentation

MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild

1 code implementation • 24 May 2018 • Yiming Lin, Shiyang Cheng, Jie Shen, Maja Pantic

36 state-of-the-art trackers, including facial landmark trackers, generic object trackers and trackers that we have fine-tuned or improved, are evaluated.

Face Detection Object Tracking +1