A review of recent deep learning approaches in human-centered machine learning

T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …

EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos

H Zeng, X Shu, Y Wang, Y Wang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Analyzing students' emotions from classroom videos can help both teachers and parents
quickly know the engagement of students in class. The availability of high-definition cameras …

EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos

H Zeng, X Wang, A Wu, Y Wang, Q Li… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Emotions play a key role in human communication and public presentations. Human
emotions are usually expressed through multiple modalities. Therefore, exploring …

Monoeye: Multimodal human motion capture system using a single ultra-wide fisheye camera

DH Hwang, K Aso, Y Yuan, K Kitani… - Proceedings of the 33rd …, 2020 - dl.acm.org
We present MonoEye, a multimodal human motion capture system using a single RGB
camera with an ultra-wide fisheye lens, mounted on the user's chest. Existing optical motion …

uxSense: Supporting user experience analysis with visualization and computer vision

A Batch, Y Ji, M Fan, J Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Analyzing user behavior from usability evaluation can be a challenging and time-consuming
task, especially as the number of participants and the scale and complexity of the evaluation …

Eventanchor: Reducing human interactions in event annotation of racket sports videos

D Deng, J Wu, J Wang, Y Wu, X Xie, Z Zhou… - Proceedings of the …, 2021 - dl.acm.org
The popularity of racket sports (eg, tennis and table tennis) leads to high demands for data
analysis, such as notational analysis, on player performance. While sports videos offer many …

Multimodal analysis of video collections: Visual exploration of presentation techniques in ted talks

A Wu, H Qu - IEEE transactions on visualization and computer …, 2018 - ieeexplore.ieee.org
While much research in the educational field has revealed many presentation techniques,
they often overlap and are even occasionally contradictory. Exploring presentation …

A multimodal hyperlapse method based on video and songs' emotion alignment

D de Matos, W Ramos, M Silva, L Romanhol… - Pattern Recognition …, 2023 - Elsevier
With the recent growth in the use of social media and new digital devices like smartphones
and wearable cameras, people are often recording long first-person videos of their daily …

Nonuniform timeslicing of dynamic graphs based on visual complexity

Y Wang, D Archambault, H Haleem… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Uniform timeslicing of dynamic graphs has been used due to its convenience and uniformity
across the time dimension. However, uniform timeslicing does not take the data set into …

FastPerson: Enhancing Video-Based Learning through Video Summarization that Preserves Linguistic and Visual Contexts

K Kawamura, J Rekimoto - Proceedings of the Augmented Humans …, 2024 - dl.acm.org
Quickly understanding lengthy lecture videos is essential for learners with limited time and
interest in various topics to improve their learning efficiency. To this end, video …