Single Stage Adaptive Multi-Attention Network for Image Restoration

1 code implementation • IEEE Transactions on Image Processing 2024 • Anas Zafar, Danyal Aftab, Rizwan Qureshi, Xinqi Fan, Pingjun Chen, Jia Wu, Hazrat Ali, Shah Nawaz, Sheheryar Khan, Mubarak Shah

In this paper, we propose a novel and computationally efficient architecture Single Stage Adaptive Multi-Attention Network (SSAMAN) for image restoration tasks, particularly for image denoising and image deblurring.

Deblurring Image Deblurring +2

Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting

1 code implementation • 28 Feb 2023 • Luoxiao Yang, Xinqi Fan, Zijun Zhang

To address this challenge, this paper proposes a novel machine vision assisted deep time series analysis (MV-DTSA) framework.

Time Series Time Series Forecasting

SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition

no code implementations • CVPR 2023 • Xinqi Fan, Xueli Chen, Mingjie Jiang, Ali Raza Shahid, Hong Yan

To overcome this limitation, we proposed a novel MER framework using self-supervised learning to extract facial motion for ME (SelfME).

Micro Expression Recognition Micro-Expression Recognition +2

Spatial and Temporal Networks for Facial Expression Recognition in the Wild Videos

1 code implementation • 12 Jul 2021 • Shuyi Mao, Xinqi Fan, Xiaojiang Peng

The paper describes our proposed methodology for the seven basic expression classification track of Affective Behavior Analysis in-the-wild (ABAW) Competition 2021.

Face Recognition Facial Expression Recognition +1

RetinaMask: A Face Mask detector

1 code implementation • 8 May 2020 • Mingjie Jiang, Xinqi Fan, Hong Yan

In this paper, we propose RetinaFaceMask, which is a high-accuracy and efficient face mask detector.