A survey of image labelling for computer vision applications

C Sager, C Janiesch, P Zschech - Journal of Business Analytics, 2021 - Taylor & Francis
Supervised machine learning methods for image analysis require large amounts of labelled
training data to solve computer vision problems. The recent rise of deep learning algorithms …

Using open source technologies and open internet resources for building an interactive video based learning environment that supports learning analytics

A Kleftodimos, G Evangelidis - Smart Learning Environments, 2016 - Springer
The use of online videos is a common practice today amongst education professionals.
Interactive features in videos are constantly evolving and a recent trend is the integration of …

Video annotation and analytics in CourseMapper

MA Chatti, M Marinov, O Sabov, R Laksono… - Smart Learning …, 2016 - Springer
Over the past few years there has been an increasing interest to investigate the potential of
Video-Based Learning (VBL) as a result of new forms of online education, such as flipped …

[PDF][PDF] Video-mapper: A video annotation tool to support collaborative learning in moocs

AMF Yousef, MA Chatti, N Danoyan… - Proceedings of the …, 2015 - researchgate.net
ABSTRACT Massive Open Online Courses (MOOCs) have unique features that potentially
can change the existing higher education landscape. MOOCs are an innovative form of …

Soccer ball detection by comparing different feature extraction methodologies

PL Mazzeo, M Leo, P Spagnolo… - Advances in Artificial …, 2012 - Wiley Online Library
This paper presents a comparison of different feature extraction methods for automatically
recognizing soccer ball patterns through a probabilistic analysis. It contributes to investigate …

Edutainment and practice in video-based learning: enriching educational videos with interactive activities and games

A Kleftodimos, G Lappas… - International Journal of …, 2020 - inderscienceonline.com
Video-based learning has a long history but the transfer of educational videos to the web
has given a powerful potential to this form of learning. Today, there is an abundance of …

[PDF][PDF] Effective design of blended MOOC environments in higher education

AMF Yousef - 2015 - core.ac.uk
Over the past five years, Massive Open Online Courses (MOOCs) have a remarkable ability
to expand access to a large scale of participants worldwide to attend free online courses …

Accurate ball detection in soccer images using probabilistic analysis of salient regions

M Leo, PL Mazzeo, M Nitti, P Spagnolo - Machine vision and applications, 2013 - Springer
Automatic sport video analysis has became one of the most attractive research fields in the
areas of computer vision and multimedia technologies. In particular, there has been a boom …

Image retrieval using keywords: The machine learning perspective

Z Theodosiou, N Tsapatsoulis, E Spyrou… - Semantic …, 2014 - api.taylorfrancis.com
4 Semantic Multimedia Analysis and Processing utilized within it. Finally, it proposes the
idea of addressing automatic image annotation by creating visual models, one for each …

Keys for successful 360 hypervideo design: A user study based on an xAPI analytics dashboard

J del Molino, T Bibiloni, A Oliver - Multimedia Tools and Applications, 2020 - Springer
One of the most recent trends in the evaluation of immersive virtual environments is the
incorporation of user metrics. In this article, we conduct a user study on a 360° hypervideo …