Search Results for author: Jeyarajan Thiyagalingam

Found 6 papers, 0 papers with code

CNN-based Classification Framework for Lung Tissues with Auxiliary Information

no code implementations14 Jun 2022 Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su

Interstitial lung diseases are a large group of heterogeneous diseases characterized by different degrees of alveolitis and pulmonary fibrosis.

Classification Decision Making

Efficiency Near the Edge: Increasing the Energy Efficiency of FFTs on GPUs for Real-time Edge Computing

no code implementations13 Sep 2020 Karel Adámek, Jan Novotný, Jeyarajan Thiyagalingam, Wesley Armour

We demonstrate how these results can be used to lower the power consumption of existing data processing pipelines.

Performance C.4

Spectral-Energy Efficiency Trade-off-based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems

no code implementations19 Jun 2020 Haitham Al-Obiedollah, Kanapathippillai Cumanan, Jeyarajan Thiyagalingam, Jie Tang, Alister G. Burr, Zhiguo Ding, Octavia A. Dobre

In particular, we formulate a joint SE-EE based design as a multi-objective optimization (MOO) problem to achieve a good tradeoff between the two performance metrics.

Machine Learning and Big Scientific Data

no code implementations12 Oct 2019 Tony Hey, Keith Butler, Sam Jackson, Jeyarajan Thiyagalingam

After a brief review of some initial applications of machine learning at the Rutherford Appleton Laboratory, we focus on challenges and opportunities for AI in advancing materials science.

BIG-bench Machine Learning Object Recognition +1

Real-time Pedestrian Surveillance with Top View Cumulative Grids

no code implementations6 Feb 2014 Kai Berger, Jeyarajan Thiyagalingam

This manuscript presents an efficient approach to map pedestrian surveillance footage to an aerial view for global assessment of features.

Object Tracking

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