Anuja Dharmaratne

ORCID: 0000-0002-5630-4818
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About
Contact & Profiles
Research Areas
  • Face recognition and analysis
  • 3D Shape Modeling and Analysis
  • Human Pose and Action Recognition
  • Video Analysis and Summarization
  • Face and Expression Recognition
  • Educational Games and Gamification
  • Online Learning and Analytics
  • Forensic Anthropology and Bioarchaeology Studies
  • Osteoarthritis Treatment and Mechanisms
  • Biometric Identification and Security
  • Digital Media Forensic Detection
  • Computational Geometry and Mesh Generation
  • Online and Blended Learning
  • Hip disorders and treatments
  • Chaos-based Image/Signal Encryption
  • Digital Image Processing Techniques
  • Music and Audio Processing
  • Intelligent Tutoring Systems and Adaptive Learning
  • Robot Manipulation and Learning
  • Infrared Thermography in Medicine
  • Health Education and Validation
  • Image Processing Techniques and Applications
  • Digital Imaging for Blood Diseases
  • Bone and Joint Diseases
  • Image and Object Detection Techniques

Monash University Malaysia
2014-2024

Monash University
2017-2023

Australian Regenerative Medicine Institute
2022

University of Colombo
2008-2015

Hiroshima University
2003

The term Edutainment, has been fabricated by combing the two words "Education" and "Entertainment", as this expresses, concept provides educational entertainment or entertainment-education. That means let student to learn subject matters with entertainment, so that students get attracted learning rather than getting used through teacher centered concept. Under novel called "Edutainment" there comes a couple of new ways teaching like Game Based Learning Gamification. These concepts can be...

10.1109/tale.2013.6654524 article EN 2013-08-01

This paper surveys the topic of 3D face reconstruction using 2D images from a computer science perspective. Various approaches have been proposed as solutions for this problem but most their limitations and drawbacks. Shape shading, shape silhouettes, motion analysis by synthesis morphable models are currently regarded main methods attaining facial information its counterpart. Though has gained lot importance popularity, fully accurate mechanism not yet being identified due to complexity...

10.1109/dicta.2008.83 article EN Digital Image Computing: Techniques and Applications 2008-01-01

As a natural and continual process, the initial learning stages encompass mastering recalling basic facts. The process proves effective with integration of new information pre-existing knowledge characterised as schema to facilitate memory encoding. Additionally, emotions also have ability modulate human cognition in terms memory. recent advent gamification e-learning, which has garnered much scholarly industrial interest, necessitates thorough examination between video-based its subsequent...

10.1016/j.caeai.2022.100109 article EN cc-by-nc-nd Computers and Education Artificial Intelligence 2022-01-01

Nowadays most of the education institutes practice online teaching mechanism rather than using traditional teacher centered to enhance learning ability students by making a student mechanism. The teachers have evaluate students' performance no matter what their is and there are ways doing that i.e. formal evaluation informal evaluation. That means giving exam papers feedbacks based on behavior. When it comes mechanism, monitor behavior students. Now researchers come up with various ideas...

10.1109/rev.2015.7087277 article EN 2015-02-01

Performance profiling in sports allow evaluating opponents' tactics and the development of counter to gain a competitive advantage. The work presented develops comprehensive methodology automate tactical elite badminton. proposed approach uses computer vision techniques data gathering from video footage. image processing algorithm is validated using footage highest level tournaments, including Olympic Games. average accuracy player position detection 96.03% 97.09% on two halves badminton...

10.1109/cvprw.2017.22 article EN 2017-07-01

Automatic face identification and verification from facial images attain good accuracy with large sets of training data while attribute recognition still remain challengeable. Hence introducing an efficient accurate image classification based on attributes is important task. This paper proposes a methodology for automatic age gender feature extraction images. In contrast to the other mechanisms proposed in literature, main concern this use biometric variation male female classification. It...

10.4038/icter.v7i2.7154 article EN cc-by International Journal on Advances in ICT for Emerging Regions (ICTer) 2015-04-11

Adapting innovative educational technologies to bolster students’ academic learning is increasing rapidly. This study explored schema congruent and incongruent participants behaviour when experiencing video-based materials as the medium of within frame a flipped environment. The watched an video on given topic completed memory retention tests in different time variations: immediate delayed. Additionally, artificial intelligence-based emotion analysis examined emotional valency during two...

10.14742/ajet.7473 article EN cc-by-nc-nd Australasian Journal of Educational Technology 2022-08-03

Automatic face identification and verification from facial images attain good accuracy with large sets of training data while attribute recognition still remain challengeable. We propose a methodology for automatic age gender classification based on feature extraction facial, images, namely, primary secondary features. Our · includes three main iterations: Preprocessing, Feature Classification. solution is able to classify in different lighting conditions illumination conditions....

10.1109/icter.2013.6761153 article EN 2013-12-01

In tactical analysis of fast-paced net-based sports such as badminton, the identification habits and movement an opponent provides advantage in terms reaction time, which results a player obtaining control game. A analyst badminton segments court using imaginary lines, intuitively notates position according to those throughout This paper presents computer vision based approach automate this notational process. Motion tracking players identifies their Different segmentation patterns are...

10.1109/icarcv.2014.7064329 article EN 2014-12-01

10.4038/icter.v7i2.7178 article EN cc-by International Journal on Advances in ICT for Emerging Regions (ICTer) 2014-05-26

Forensic facial reconstruction is still at its infancy in Sri Lanka and yet to utilize the advanced technologies of other countries. Hence introducing a more efficient multimedia based technique local forensic officials order improve efficiency accuracy reconstructions aim this study. In contrast mechanisms used for by others, paper adopts novel approach muscle which goes hand with manual process. The adopted process involved, acquiring 3D model skull digitally sculpting muscles environment,...

10.1109/icter.2012.6422828 article EN 2012-12-01

The field of medicine has integrated with law and regulation in the form forensic medicine. While medicine, as a whole, is leaping forward by integrating computer solutions, Forensic Medicine- particularly developing regions such Sri Lanka- lacking innovative integrations. process facial reconstruction particular, still at its infancy Lanka, yet to utilize advanced technologies other countries. Hence introducing more efficient multimedia based technique local officials order improve...

10.1109/iccma.2013.6506161 article EN 2013-01-01

With the development of technology, people have tend to figure out methods which are not only capable in hiding a message, but also existence message. Steganography was introduced as result such research work. The current study is conducted order hide video visual file. We suggest changing LSB (Least significant Bit) each byte carrier As this method does add any new data change LSB, increase size file unusually. Thus, message cannot be detected. To improve better performance, cryptographic...

10.1109/icter.2013.6761155 article EN 2013-12-01

Practicing and playing a sport causes athletes' bodies to adapt the movements they regularly perform. Unfortunately, this can cause muscle imbalances, which might impair performance or worse, an injury. It is always best find root of imbalance, make precise effort fix it. Muscle imbalance shouldn't be taken lightly-it could create bigger problems, from posture spinal positioning, ultimately lead issues in walking, sitting even lying down, as time progresses. However, imbalances can't easily...

10.1145/3018009.3018023 article EN 2016-11-26

In the high pressure environment of international sports, tactical advantages are gained through proficient anticipation opponent movement patterns and efficient execution counter movements. Such decision making is reliant on comprehension past knowledge. We have proposed a method to classify visualise data in badminton, allowing generation profiles prior implemented an automated gather player trajectory from badminton match, annotate these trajectories tactically important cells court....

10.1109/icivc.2017.7984701 article EN 2017-06-01

The use of the internet for research is essential in practice evidence-based medicine. online search habits medical practitioners clinical settings, particularly from direct observation, have received little attention.The goal to explore searching information as an among practitioners.A cross-sectional study was conducted evaluate teams' when making decisions their patients' care. Data were collected through searches 2015 2018. Participants and students a Malaysian public teaching hospital's...

10.2196/30687 article EN cc-by JMIR Formative Research 2022-04-06

Researches up to data have focused on using non texture based methods in addressing the problem of classifying types file fragments. In this research we considered a fragment as 8 bit grayscale image and Gray Level Co-Occurrence Matrix (GLCM) method was used extract textural features. Texture features for dimensions × 8, 16 16, 32 64 gray level quantizations from 4 with step increments were explored. The K nearest neighbor classifier optimal GLCM particular dimension determined Sequential...

10.1109/dicta.2013.6691534 article EN 2013-11-01

This study aims to provide insights from the STEM and non-STEM perspectives on interplay of physical, digital social spaces in supporting active learning processes (constructivism, collaboration self-regulation) explored through Social Interdependence Theory (SIT). Specifically, fluid movement between physical may subconsciously influence how lecturers should teach. adopts a mixed-methods approach, supplementing quantitative questionnaires with qualitative data semi-structured interviews....

10.1080/02188791.2024.2309222 article EN cc-by-nc-nd Asia Pacific Journal of Education 2024-02-05
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