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ORCIDSiyuan Chen 0002
Person information
- affiliation (PhD 2014): University of New South Wales, Sydney, NSW, Australia
Other persons with the same name
- Siyuan Chen — disambiguation page
- Siyuan Chen 0001 — University of North Carolina at Charlotte, NC, USA
- Siyuan Chen 0003 — Columbia University, USA
- Siyuan Chen 0004 — University of Illinois Urbana-Champaign, USA
- Siyuan Chen 0005
![[0000-0001-9272-4804]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9272-4804")
— Sun Yat-sen University, School of Computer Science and Engineering, Guangzhou, China - Siyuan Chen 0006 — South China University of Technology, School of Automation Science and Engineering, Guangzhou, China
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Journal Articles
- 2025
[j13]Siyuan Chen, Julien Epps:
Eye Action Units as Combinations of Discrete Eye Behaviors for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. 16(1): 191-206 (2025)- 2023
- [j12]Siyuan Chen, Julien Epps:
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis. IEEE Trans. Affect. Comput. 14(4): 3078-3093 (2023) - 2021
- [j11]Siyuan Chen, Julien Epps:
Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features. IEEE Trans. Affect. Comput. 12(3): 622-635 (2021) - 2020
- [j10]Hang Li, Julien Epps, Siyuan Chen:
Think before you speak: An investigation of eye activity patterns during conversations using eyewear. Int. J. Hum. Comput. Stud. 143: 102468 (2020) - [j9]Hoe Kin Wong, Julien Epps, Siyuan Chen:
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement. IEEE Trans. Cogn. Dev. Syst. 12(4): 681-694 (2020) - [j8]Siyuan Chen, Julien Epps:
Multimodal Coordination Measures to Understand Users and Tasks. ACM Trans. Comput. Hum. Interact. 27(6): 42:1-42:26 (2020) - 2019
- [j7]Siyuan Chen, Julien Epps:
Eyelid and Pupil Landmark Detection and Blink Estimation Based on Deformable Shape Models for Near-Field Infrared Video. Frontiers ICT 6: 18 (2019) - [j6]Hoe Kin Wong, Julien Epps, Siyuan Chen:
Automatic Pupillary Light Reflex Detection in Eyewear Computing. IEEE Trans. Cogn. Dev. Syst. 11(4): 560-572 (2019) - [j5]Siyuan Chen, Julien Epps:
Atomic Head Movement Analysis for Wearable Four-Dimensional Task Load Recognition. IEEE J. Biomed. Health Informatics 23(6): 2464-2474 (2019) - 2014
- [j4]Siyuan Chen, Julien Epps:
Using Task-Induced Pupil Diameter and Blink Rate to Infer Cognitive Load. Hum. Comput. Interact. 29(4): 390-413 (2014) - [j3]Siyuan Chen, Julien Epps:
Efficient and Robust Pupil Size and Blink Estimation From Near-Field Video Sequences for Human-Machine Interaction. IEEE Trans. Cybern. 44(12): 2356-2367 (2014) - 2013
- [j2]Siyuan Chen, Julien Epps:
Automatic classification of eye activity for cognitive load measurement with emotion interference. Comput. Methods Programs Biomed. 110(2): 111-124 (2013) - [j1]Siyuan Chen, Julien Epps:
Blinking: Toward Wearable Computing that Understands your Current Task. IEEE Pervasive Comput. 12(3): 56-65 (2013)
Conference and Workshop Papers
- 2024
- [c16]Anda Ouyang, Siyuan Chen, Julien Epps:
Evaluation of Event-Based and Timing Features from Head Movement and Eye Activity for Wearable Task Transition Detection. ABC 2024: 1-10 - [c15]Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn:
A Brief Introduction to ISCET - The International Society for Clinical Eye Tracking. ETRA 2024: 30:1-30:3 - [c14]Rasha Sameer Moustafa, Siyuan Chen, Minoru Nakayama, Frederick Shic, Matt J. Dunn:
Introducing ISCET - The International Society for Clinical Eye Tracking. ETRA 2024: 60:1-60:4 - 2023
- [c13]Siyuan Chen, Julien Epps:
Recognizing Conversational State from the Eye Using Wearable Eyewear. ACII 2023: 1-8 - 2021
- [c12]Colin Lam, Julien Epps, Siyuan Chen:
Wearable Fatigue Detection Based on Blink-Saccade Synchronisation. SMC 2021: 1186-1191 - [c11]Zishan Wang, Julien Epps, Siyuan Chen:
An Investigation of Automatic Saccade and Fixation Detection from Wearable Infrared Cameras. SMC 2021: 2250-2257 - [c10]Siyuan Chen, Julien Epps:
What Does The Eye Best Tell? An Investigation of Eye Activity for Emotion, Cognitive load and Task Transition Recognition. SMC 2021: 2258-2265 - 2020
- [c9]Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. IJCNN 2020: 1-9 - [c8]Hang Li, Siyuan Chen, Julien Epps:
Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation. INTERSPEECH 2020: 676-680 - 2019
- [c7]Hang Li, Siyuan Chen, Julien Epps:
Wearable Facial Action Unit Classification from Near-field Infrared Eye Images using Deformable Models. ACII Workshops 2019: 343-349 - 2017
- [c6]Siyuan Chen, Julien Epps, Eliathamby Ambikairajah, Phu Ngoc Le:
An Investigation of Crowd Speech for Room Occupancy Estimation. INTERSPEECH 2017: 324-328 - 2013
- [c5]Siyuan Chen, Julien Epps, Fang Chen:
An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference. EMBC 2013: 3202-3205 - [c4]Siyuan Chen, Julien Epps, Fang Chen:
Automatic and continuous user task analysis via eye activity. IUI 2013: 57-66 - 2011
- [c3]Jie Xu, Yang Wang, Fang Chen, Ho Choi, Guanzhong Li, Siyuan Chen, M. Sazzad Hussain:
Pupillary response based cognitive workload index under luminance and emotional changes. CHI Extended Abstracts 2011: 1627-1632 - [c2]Siyuan Chen, Julien Epps, Natalie Ruiz, Fang Chen:
Eye activity as a measure of human mental effort in HCI. IUI 2011: 315-318 - [c1]Siyuan Chen, Julien Epps, Fang Chen:
A comparison of four methods for cognitive load measurement. OZCHI 2011: 76-79
Data and Artifacts
- 2023
- [d1]Siyuan Chen, Julien Epps:
IREYE4TASK. IEEE DataPort, 2023
Coauthor Index
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