Collaborative Three-Tier Architecture Non-contact Respiratory Rate Monitoring using Target Tracking and False Peaks Eliminating Algorithms

1 code implementation • 17 Nov 2020 • Haimiao Mo, Shuai Ding, Shanlin Yang, Athanasios V. Vasilakos, Xi Zheng

We proposed a non-contact respiratory rate monitoring system with a cooperative three-layer design to increase the precision of respiratory monitoring and decrease data transmission latency.

Edge-computing

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition

6 code implementations • 10 Apr 2022 • Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, GuiBin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy

In this paper, we present the challenge setup and assessment of the state-of-the-art deep learning methods proposed by the participants during the challenge.

Action Detection Action Triplet Recognition +1

SFF-DA: Sptialtemporal Feature Fusion for Detecting Anxiety Nonintrusively

no code implementations • 12 Aug 2022 • Haimiao Mo, Yuchen Li, Shanlin Yang, Wei zhang, Shuai Ding

To address these issues, we propose a framework with spatiotemporal feature fusion for detecting anxiety nonintrusively.

Facial Video-based Remote Physiological Measurement via Self-supervised Learning

1 code implementation • 27 Oct 2022 • Zijie Yue, Miaojing Shi, Shuai Ding

Facial video-based remote physiological measurement aims to estimate remote photoplethysmography (rPPG) signals from human face videos and then measure multiple vital signs (e. g. heart rate, respiration frequency) from rPPG signals.

Heart Rate Variability Photoplethysmography (PPG) +1

A Multimodal Data-driven Framework for Anxiety Screening

no code implementations • 16 Mar 2023 • Haimiao Mo, Shuai Ding, Siu Cheung Hui

Multimodal data can provide more objective evidence for anxiety screening to improve the accuracy of models.

Dimensionality Reduction feature selection

Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search

no code implementations • 18 Apr 2023 • Wenping Wang, Yunxi Guo, Chiyao Shen, Shuai Ding, Guangdeng Liao, Hao Fu, Pramodh Karanth Prabhakar

Embedding based retrieval has seen its usage in a variety of search applications like e-commerce, social networking search etc.

Retrieval Text Matching