3 code implementations • 8 Apr 2024 • Chuwei Luo, Yufan Shen, Zhaoqing Zhu, Qi Zheng, Zhi Yu, Cong Yao
The core of LayoutLLM is a layout instruction tuning strategy, which is specially designed to enhance the comprehension and utilization of document layouts.
no code implementations • 1 Mar 2023 • Hanting Li, Hongjing Niu, Zhaoqing Zhu, Feng Zhao
Facial expression recognition (FER) is an essential task for understanding human behaviors.
Dynamic Facial Expression Recognition Facial Expression Recognition +1
1 code implementation • 19 Aug 2022 • Hanting Li, Hongjing Niu, Zhaoqing Zhu, Feng Zhao
One of the main reasons is that video sequences often contain frames with different expression intensities, especially for the facial expressions in the real-world scenarios, while the images in SFER frequently present uniform and high expression intensities.
Ranked #8 on Dynamic Facial Expression Recognition on FERV39k
Dynamic Facial Expression Recognition Facial Expression Recognition +1
no code implementations • 10 Jun 2022 • Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao
Dynamic facial expression recognition (DFER) in the wild is an extremely challenging task, due to a large number of noisy frames in the video sequences.
Ranked #9 on Dynamic Facial Expression Recognition on FERV39k
Dynamic Facial Expression Recognition Facial Expression Recognition +1
no code implementations • 24 May 2022 • Mingzhe Sui, Hanting Li, Zhaoqing Zhu, Feng Zhao
2D+3D facial expression recognition (FER) can effectively cope with illumination changes and pose variations by simultaneously merging 2D texture and more robust 3D depth information.
3D Facial Expression Recognition Facial Expression Recognition
1 code implementation • 14 Jan 2022 • Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao
By adding the position embeddings of the face generated by PC module at the end of the two branches, the PC module can help to add position information to facial muscle motion pattern features for the MER.
Micro Expression Recognition Micro-Expression Recognition +1
no code implementations • 20 Sep 2021 • Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao
To the best of our knowledge, this is the first work to introduce vision transformer into multimodal 2D+3D FER.
3D Facial Expression Recognition Facial Expression Recognition