Chamira U. S. Edussooriya

Orcid: 0000-0001-6715-6198

According to our database1, Chamira U. S. Edussooriya authored at least 65 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Design of Multichannel Spectrum Intelligence Systems Using Approximate Discrete Fourier Transform Algorithm for Antenna Array-Based Spectrum Perception Applications.
Algorithms, August, 2024

Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection.
CoRR, 2024

Acquisition and Processing of Chromatic Derivatives using FPGA-based Digital Hardware.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Minimax Design of M-D Interpolated FIR Filters using Convex-Concave Procedure.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023
Diverse single image generation with controllable global structure.
Neurocomputing, April, 2023

Deep Optical Coding Design in Computational Imaging: A data-driven framework.
IEEE Signal Process. Mag., March, 2023

Fast and accurate light field saliency detection through deep encoding.
Signal Process. Image Commun., 2023

Detection of Seismic Infrasonic Elephant Rumbles Using Spectrogram-Based Machine Learning.
CoRR, 2023

Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology.
CoRR, 2023

MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction.
CoRR, 2023

Exploring the Performance of Generative AI Tools in Electrical Engineering Education.
Proceedings of the IEEE International Conference on Teaching, 2023

A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Combined Approximate Transforms and Approximate Computing for Low-Complexity Multibeam Arrays.
Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

2022
Minimax Design of Computationally-Efficient FIR Graph Filters Using Semidefinite Programming.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Minimax Design of M-D Sparse FIR Filters With Arbitrary Frequency Response Using SOCP.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

A novel multi-dimensional zero-phase IIR notch filter with independently-tunable multiple notches.
Multidimens. Syst. Signal Process., 2022

PointCaps: Raw point cloud processing using capsule networks with Euclidean distance routing.
J. Vis. Commun. Image Represent., 2022

Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar.
CoRR, 2022

Dynamic Template Initialization for Part-Aware Person Re-ID.
CoRR, 2022

Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers.
CoRR, 2022

Deep Optical Coding Design in Computational Imaging.
CoRR, 2022

From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy.
CoRR, 2022

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope.
CoRR, 2022

A Mostly-Online CAS Teaching Experience.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Weighted Least-Squares Design of 2-D IIR Filters with Arbitrary Frequency Response using Iterative Second-Order Cone Programming.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

WLS Design of Arma Graph Filters Using Iterative Second-Order Cone Programming.
Proceedings of the IEEE International Conference on Acoustics, 2022

Towards Accurate Cross-Domain in-Bed Human Pose Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Real-Time Light Field Signal Processing Using 4D/5D Linear Digital Filter FPGA Circuits.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Multi-Volumetric Refocusing of Light Fields.
IEEE Signal Process. Lett., 2021

Wave-digital filter circuits for single-chip 4-D light field depth-based enhancement.
Multidimens. Syst. Signal Process., 2021

Enhancing Secrecy With Random Frequency Variation in mmWave Communication Systems.
IEEE Commun. Lett., 2021

Kraken: An Efficient Engine with a Uniform Dataflow for Deep Neural Networks.
CoRR, 2021

Diverse Single Image Generation with Controllable Global Structure through Self-Attention.
CoRR, 2021

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds.
CoRR, 2021

WLS Design of M-D Complex-Coefficient FIR Filters with Low Group Delay Using Second-Order Cone Programming.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A Novel Transfer Learning-Based Approach for Screening Pre-Existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Improving the Attenuation of Moving Interfering Objects in Videos Using Shifted-Velocity Filtering.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020
Real-Time Light Field Denoising Using a Novel Linear 4-D Hyperfan Filter.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Multi-depth filtering and occlusion suppression in 4-D light fields: Algorithms and architectures.
Signal Process., 2020

Fast and Accurate Light Field Saliency Detection through Feature Extraction.
CoRR, 2020

Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems.
CoRR, 2020

Making Sense of Occluded Scenes using Light Field Pre-processing and Deep-learning.
Proceedings of the 2020 IEEE Region 10 Conference, 2020

Spatio-Temporal Δ-Σ N2-Port ADC Noise Shaping for N × N Antenna Arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Low-Complexity Real-Time Light Field Compression using 4-D Approximate DCT.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Minimax Design of 2-D Complex-Coefficient FIR Filters with Low Group Delay using Semidefinite Programming.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
A 3-D Sparse FIR Frustum Filter for Enhancing Broadband Plane Waves.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

Design and Implementation of 5-D IIR Depth Velocity Filters for Light Field Video Processing.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

A 16-Element 2.4-GHz Multibeam Array Receiver Using 2-D Spatially Bandpass Digital Filters.
IEEE Trans. Aerosp. Electron. Syst., 2019

Reduced-Complexity Depth Filtering and Occlusion Suppression using Modulated-Sparse Light Fields.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Low-Complexity Wideband Transmit Array using Variable-Precision 2-D Sparse FIR Digital Filters.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018
Moving Kinect-Based Gait Analysis with Increased Range.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Low-Complexity 4-D IIR Filters for Multi-Depth Filtering and Occlusion Suppression in Light Fields.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A 4-D Sparse FIR Hyperfan Filter for Volumetric Refocusing of Light Fields by Hard Thresholding.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Gait Analysis Using RGBD Sensors.
Proceedings of the 15th International Conference on Control, 2018

2017
Velocity filtering for attenuating moving artifacts in videos using an ultra-low complexity 3-D linear-phase IIR filter.
Multidimens. Syst. Signal Process., 2017

A novel 5-D depth-velocity filter for enhancing noisy light field videos.
Multidimens. Syst. Signal Process., 2017

A low-complexity 2-D spatially-interpolated FIR trapezoidal filter for enhancing broadband plane waves.
Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017

Multidimensional spatio-temporal filters for depth-velocity filtering in light field videos.
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017

2015
Five-Dimensional Depth-Velocity Filtering for Enhancing Moving Objects in Light Field Videos.
IEEE Trans. Signal Process., 2015

Implementation and performance analysis of 3-D cone and frustum filters.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

Enhancing Moving Objects in light field videos using 5-D IIR adaptive depth-velocity filters.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

A 5-D IIR depth-velocity filter for enhancing objects moving on linear-trajectories in light field videos.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
Using 1-D Variable Fractional-Delay Filters to Reduce the Computational Complexity of 3-D Broadband Multibeam Beamformers.
IEEE Trans. Circuits Syst. II Express Briefs, 2014

A low-complexity 3D spatio-temporal FIR filter for enhancing linear trajectory signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Low-Complexity Maximally-Decimated Multirate 3-D Spatio-Temporal FIR Cone and Frustum Filters.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013


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