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 …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos
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 …
quickly know the engagement of students in class. The availability of high-definition cameras …
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos
Emotions play a key role in human communication and public presentations. Human
emotions are usually expressed through multiple modalities. Therefore, exploring …
emotions are usually expressed through multiple modalities. Therefore, exploring …
Monoeye: Multimodal human motion capture system using a single ultra-wide fisheye camera
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 …
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
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 …
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
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 …
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
While much research in the educational field has revealed many presentation techniques,
they often overlap and are even occasionally contradictory. Exploring presentation …
they often overlap and are even occasionally contradictory. Exploring presentation …
A multimodal hyperlapse method based on video and songs' emotion alignment
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 …
and wearable cameras, people are often recording long first-person videos of their daily …
Nonuniform timeslicing of dynamic graphs based on visual complexity
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 …
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 …
interest in various topics to improve their learning efficiency. To this end, video …