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Sports Analytics Review: AI Applications, Emerging Technologies and Algorithmic Perspective
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy
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STAR-Lite: A lightweight Scalable Self-taught Learning Framework for Older Adults’ Activity Recognition
Recognizing activities for older adults is challenging as we observe a variety of activity patterns caused due to aging (e.g., limited …
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
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DeCoach: Deep Learning-based Coaching for Badminton Player Assessment
Wearable devices have gained immense popularity among various pervasive computing and Internet-of-Things (IoT) applications in the past …
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy
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RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge
The primary contribution of this paper is designing and prototyping a real-time edge computing system, RhythmEdge, that is capable of …
Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
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SpecTextor: End-to-End Attention-based Mechanism for Dense Text Generation in Sports Journalism
Language-guided smart systems can help to design next-generation human-machine interactive applications. The dense text description is …
Indrajeet Ghosh, Matthew Ivler, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Avijoy Chakma
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CamSense: A camera-based contact-less heart activity monitoring
Remote Photoplythysmograpy (rPPG) systems enable contactless heart activities (heart rate, heart rate variability) monitoring by …
Zahid Hasan, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
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CogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry
An individual’s cognitive and functional abilities are commonly assessed through physical and mental status examination, observational …
Sreenivasan Ramasamy Ramamurthy, Soumyajit Chatterjee, Elizabeth Galik, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandio Chakraborty
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STAR: A Scalable Self-taught Learning Framework for Older Adults’ Activity Recognition
Activity Recognition (AR) in older adults living with Neurocognitive disorders caused by diseases such as Alzheimer’s is still a …
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
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StanceScorer: A Data Driven Approach to Score Badminton Player
In recent times, wearable devices have gained immense popularity for IoT applications, especially for sports analytics. Recent works in …
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
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Happyfeet: Challenges in building an automated dance recognition and assessment tool
In this paper, we discuss our experience in building an automated dance assessment tool with IMU and IoT devices and highlight the …
Abu Zaher Md Faridee, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
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