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Edussooriya, Chamira
Positions
Postdoctoral Associate
,
Electrical and Computer Engineering
,
College of Engineering and Computing
cedussoo@fiu.edu
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Scholarly & Creative Works
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Scholarly & Creative Works
selected scholarly works & creative activities
Article
2024
Design of Multichannel Spectrum Intelligence Systems Using Approximate Discrete Fourier Transform Algorithm for Antenna Array-Based Spectrum Perception Applications
Full Text via DOI:
10.3390/a17080338
Web of Science:
001305056400001
2024
Multibeam Wideband Transmit Beamforming Using 2D Sparse FIR Trapezoidal Filters
Full Text via DOI:
10.3390/jlpea14020026
Web of Science:
001255719900001
2024
Towards ultrafast quantitative phase imaging via differentiable microscopy [Invited]
Full Text via DOI:
10.1364/BOE.504954
2024
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
. 32:2893-2904.
Full Text via DOI:
10.1109/TNSRE.2024.3438610
Web of Science:
001291902300004
2023
Diverse single image generation with controllable global structure
.
NEUROCOMPUTING
. 528:97-112.
Full Text via DOI:
10.1016/j.neucom.2023.01.011
Web of Science:
000963037000001
2023
Deep Optical Coding Design in Computational Imaging: A data-driven framework
.
IEEE SIGNAL PROCESSING MAGAZINE
. 40:75-88.
Full Text via DOI:
10.1109/MSP.2022.3200173
Web of Science:
000967371100009
2023
Fast and accurate light field saliency detection through deep encoding
Full Text via DOI:
10.1016/j.image.2022.116888
Web of Science:
000903842200001
2022
PointCaps: Raw point cloud processing using capsule networks with Euclidean distance routing
Full Text via DOI:
10.1016/j.jvcir.2022.103612
Web of Science:
000860502800006
2022
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24-GHz Doppler Radar
Full Text via DOI:
10.1109/LSENS.2022.3206439
Web of Science:
000861415600002
2022
Minimax Design of Computationally-Efficient FIR Graph Filters Using Semidefinite Programming
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 69:3655-3659.
Full Text via DOI:
10.1109/TCSII.2022.3181540
Web of Science:
000848263100010
2022
A novel multi-dimensional zero-phase IIR notch filter with independently-tunable multiple notches
.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING
. 33:1073-1086.
Full Text via DOI:
10.1007/s11045-022-00844-w
Web of Science:
000839517000001
2022
Minimax Design of M-D Sparse FIR Filters With Arbitrary Frequency Response Using SOCP
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 69:2403-2407.
Full Text via DOI:
10.1109/TCSII.2022.3160400
Web of Science:
000790814000007
2021
Enhancing Secrecy With Random Frequency Variation in mmWave Communication Systems
.
IEEE COMMUNICATIONS LETTERS
. 25:3790-3794.
Full Text via DOI:
10.1109/LCOMM.2021.3120604
Web of Science:
000728924700011
2021
Real-Time Light Field Signal Processing Using 4D/5D Linear Digital Filter FPGA Circuits
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 68:2735-2741.
Full Text via DOI:
10.1109/TCSII.2021.3057388
Web of Science:
000668856000099
2021
Wave-digital filter circuits for single-chip 4-D light field depth-based enhancement
.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING
. 32:607-631.
Full Text via DOI:
10.1007/s11045-020-00751-y
Web of Science:
000604174000002
2021
Multi-Volumetric Refocusing of Light Fields
.
IEEE SIGNAL PROCESSING LETTERS
. 28:31-35.
Full Text via DOI:
10.1109/LSP.2020.3043990
Web of Science:
000608679700007
2020
Real-Time Light Field Denoising Using a Novel Linear 4-D Hyperfan Filter
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
. 67:2693-2706.
Full Text via DOI:
10.1109/TCSI.2020.2981387
Web of Science:
000554901800016
2020
Multi-depth filtering and occlusion suppression in 4-D light fields: Algorithms and architectures
.
SIGNAL PROCESSING
. 167.
Full Text via DOI:
10.1016/j.sigpro.2019.107294
Web of Science:
000497600200019
2019
A 16-Element 2.4-GHz Multibeam Array Receiver Using 2-D Spatially Bandpass Digital Filters
.
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
. 55:3029-3038.
Full Text via DOI:
10.1109/TAES.2019.2906089
Web of Science:
000507917800031
2019
Design and Implementation of 5-D IIR Depth Velocity Filters for Light Field Video Processing
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 66:1267-1271.
Full Text via DOI:
10.1109/TCSII.2018.2874940
Web of Science:
000473485200037
2019
A 3-D Sparse FIR Frustum Filter for Enhancing Broadband Plane Waves
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 66:497-501.
Full Text via DOI:
10.1109/TCSII.2018.2856848
Web of Science:
000460427700037
2018
Blended induction program for electronic engineering freshmen
Full Text via DOI:
10.1177/0020720918775034
Web of Science:
000446100700005
2017
Velocity filtering for attenuating moving artifacts in videos using an ultra-low complexity 3-D linear-phase IIR filter
.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING
. 28:597-616.
Full Text via DOI:
10.1007/s11045-015-0362-3
Web of Science:
000394367700011
2017
A novel 5-D depth-velocity filter for enhancing noisy light field videos
.
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING
. 28:353-369.
Full Text via DOI:
10.1007/s11045-016-0460-x
Web of Science:
000392066600020
2015
Five-Dimensional Depth-Velocity Filtering for Enhancing Moving Objects in Light Field Videos
.
IEEE TRANSACTIONS ON SIGNAL PROCESSING
. 63:2151-2163.
Full Text via DOI:
10.1109/TSP.2015.2408559
Web of Science:
000351467700021
2014
Using 1-D Variable Fractional-Delay Filters to Reduce the Computational Complexity of 3-D Broadband Multibeam Beamformers
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
. 61:279-283.
Full Text via DOI:
10.1109/TCSII.2014.2304885
Web of Science:
000335456200015
2013
Low-Complexity Maximally-Decimated Multirate 3-D Spatio-Temporal FIR Cone and Frustum Filters
.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
. 60:1845-1856.
Full Text via DOI:
10.1109/TCSI.2012.2230511
Web of Science:
000322331200014
Conference
2024
All-optical phase retrieval microscope designed using differentiable microscopy
. 33.
Full Text via DOI:
10.1117/12.3002933
2024
Sparse optical neural architectures for quantitative phase imaging
. 45.
Full Text via DOI:
10.1117/12.3008534
2024
A Spatially-Interpolated Beamformer using a Parallel Structure with Sparse Linear Arrays
. 524-529.
Full Text via DOI:
10.1109/MERCon63886.2024.10689079
2024
Acquisition and Processing of Chromatic Derivatives using FPGA-based Digital Hardware
Full Text via DOI:
10.1109/ISCAS58744.2024.10558136
2024
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology
2024
Graph Neural Network Based 77 GHz MIMO Radar Array Processor for Autonomous Robotics
Web of Science:
001215536201104
2024
Minimax Design of M-D Interpolated FIR Filters using Convex-Concave Procedure
Full Text via DOI:
10.1109/ISCAS58744.2024.10558262
Web of Science:
001268541102051
2024
Ultra Low-Complexity 4-D IIR Hyperfan Filter for Light Field Denoising
. 736-741.
Full Text via DOI:
10.1109/MERCon63886.2024.10688959
2023
From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation)
. 8.
Full Text via DOI:
10.1117/12.2651582
2023
Towards fabricating visible wavelength D2NNs through multi-level quantization for quantitative phase imaging (Conference Presentation)
. 15.
Full Text via DOI:
10.1117/12.2651937
2023
A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data
. 514-519.
Full Text via DOI:
10.1109/SMC53992.2023.10394011
2023
A Low-Complexity 2-D FIR Parallelogram Filter for Broadband Beamforming with Sparse Linear Arrays
. 753-758.
Full Text via DOI:
10.1109/MERCon60487.2023.10355500
2023
Combined Approximate Transforms and Approximate Computing for Low-Complexity Multibeam Arrays
. 145-150.
Full Text via DOI:
10.1109/ISCIT57293.2023.10376103
2023
Exploring the Performance of Generative AI Tools in Electrical Engineering Education
Full Text via DOI:
10.1109/TALE56641.2023.10398370
2023
Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction
Full Text via DOI:
10.1364/COSI.2023.JM1B.5
2023
Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction
Full Text via DOI:
10.1364/ISA.2023.JM1B.5
2023
Low-Complexity DFT-Based Multibeamforming Arrays with Configurable Beam Profiles
Full Text via DOI:
10.1109/TENSYMP55890.2023.10223668
2022
A Mostly-Online CAS Teaching Experience
. 1783-1787.
Full Text via DOI:
10.1109/ISCAS48785.2022.9937429
Web of Science:
000946638601207
2022
TOWARDS ACCURATE CROSS-DOMAIN IN-BED HUMAN POSE ESTIMATION
.
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS
. 2664-2668.
Full Text via DOI:
10.1109/ICASSP43922.2022.9747183
Web of Science:
000864187902188
2022
WLS DESIGN OF ARMA GRAPH FILTERS USING ITERATIVE SECOND-ORDER CONE PROGRAMMING
.
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS
. 5937-5941.
Full Text via DOI:
10.1109/ICASSP43922.2022.9747730
Web of Science:
000864187906045
2022
Weighted Least-Squares Design of 2-D IIR Filters with Arbitrary Frequency Response using Iterative Second-Order Cone Programming
. 1274-1278.
Full Text via DOI:
10.1109/ISCAS48785.2022.9937617
Web of Science:
000946638601103
2021
A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Full Text via DOI:
10.1109/ISCAS51556.2021.9401093
Web of Science:
000696765400040
2021
Improving the Attenuation of Moving Interfering Objects in Videos Using Shifted-Velocity Filtering
Full Text via DOI:
10.1109/ISCAS51556.2021.9401316
Web of Science:
000696765400261
2021
WLS Design of M-D Complex-Coefficient FIR Filters with Low Group Delay using Second-Order Cone Programming
Full Text via DOI:
10.1109/ISCAS51556.2021.9401512
Web of Science:
000706507900037
2020
Making sense of occluded scenes using light field pre-processing and deep-learning
. 538-543.
Full Text via DOI:
10.1109/TENCON50793.2020.9293774
2020
FPGA-Based 2-D FIR Frost Beamformers with Digital Mutual Coupling Compensation
Web of Science:
000627746500274
2020
FPGA-Based 2-D FIR Frost Beamformers with Digital Mutual Coupling Compensation
. 1077-1080.
Web of Science:
000627746500611
2020
Low-Complexity Real-Time Light Field Compression using 4-D Approximate DCT
Web of Science:
000696570700368
2020
Minimax Design of 2-D Complex-Coefficient FIR Filters with Low Group Delay using Semidefinite Programming
Web of Science:
000706854700229
2020
Multi Depth-Velocity Filters for Enhancing Multiple Moving Objects in 5-D Light Field Videos
. 230-235.
Full Text via DOI:
10.1109/mercon50084.2020.9185284
Web of Science:
000788397000040
2020
Spatio-Temporal Δ-Σ
N
2
-port ADC Noise Shaping for
N
x
N
Antenna Arrays
Web of Science:
000696570700072
2019
Low-Complexity Wideband Transmit Array using Variable-Precision 2-D Sparse FIR Digital Filters
Full Text via DOI:
10.1109/iscas.2019.8702602
Web of Science:
000483076402070
2019
Real-Time FPGA-Based Multi-Beam Directional Sensing of 2.4 GHz ISM RF Sources
. 129-134.
Full Text via DOI:
10.1109/mercon.2019.8818787
Web of Science:
000589403400023
2019
Reduced-Complexity Depth Filtering and Occlusion Suppression using Modulated-Sparse Light Fields
Web of Science:
000483076401090
2018
A 4-D Sparse FIR Hyperfan Filter for Volumetric Refocusing of Light Fields by Hard Thresholding
Web of Science:
000458909600063
2018
Gait Analysis Using RGBD Sensors
. 460-465.
Web of Science:
000459847700078
2018
Low-Complexity 4-D IIR Filters for Multi-Depth Filtering and Occlusion Suppression in Light Fields
Full Text via DOI:
10.1109/ISCAS.2018.8350971
Web of Science:
000451218700084
2018
Moving Kinect-Based Gait Analysis with Increased Range
. 4126-4131.
Full Text via DOI:
10.1109/SMC.2018.00699
Web of Science:
000459884804022
2018
Real-Time 2-D FIR Trapezoidal Digital Filters for 2.4 GHz Aperture Receiver Applications
. 350-355.
Web of Science:
000589364500061
2017
Multidimensional spatio-temporal filters for depth-velocity filtering in light field videos
. 1-6.
Full Text via DOI:
10.1109/ICIINFS.2017.8300353
2017
A Low-Complexity 2-D Spatially-Interpolated FIR Trapezoidal Filter for Enhancing Broadband Plane Waves
Web of Science:
000426199000002
2017
Multidimensional Spatio-Temporal Filters for Depth-Velocity Filtering in Light Field Videos
. 117-122.
Web of Science:
000426990100021
2015
A 5-D IIR Depth-Velocity Filter for Enhancing Objects Moving on Linear-Trajectories in Light Field Videos
. 2381-2384.
Web of Science:
000371471002179
2015
Enhancing Moving Objects in Light Field Videos Using 5-D IIR Adaptive Depth-Velocity Filters
. 169-173.
Web of Science:
000370728700031
2015
Implementation and Performance Analysis of 3-D Cone and Frustum Filters
. 450-455.
Web of Science:
000370728700081
2014
A LOW-COMPLEXITY 3D SPATIO-TEMPORAL FIR FILTER FOR ENHANCING LINEAR TRAJECTORY SIGNALS
.
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS
.
Web of Science:
000343655301038
2011
Under-decimated 3D FIR Space-Time Cone Filters using DFT Polyphase Filter Banks for Attenuation of Radio Frequency Interference
Web of Science:
000296057200320
2010
Space-time digital filtering of radio astronomical signals using 3-D Cone Filters
Full Text via DOI:
10.22323/1.107.0026
2008
Analysis of grasping and slip detection of the human hand
. 261-266.
Full Text via DOI:
10.1109/ICIAFS.2008.4783973
2008
Analysis of Grasping and Slip Detection of the Human Hand
. 309-314.
Web of Science:
000265682000055
Preprint
2024
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection
Full Text via DOI:
10.48550/arxiv.2406.16908
2024
Design of Multichannel Spectrum Intelligence Systems using Approximate DFT Algorithm for Antenna Array based Spectrum Perception Applications
Full Text via DOI:
10.20944/preprints202407.0403.v1
2023
Detection of Seismic Infrasonic Elephant Rumbles Using Spectrogram-Based Machine Learning
Full Text via DOI:
10.48550/arxiv.2312.02831
2023
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology
Full Text via DOI:
10.48550/arxiv.2309.07113
2023
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction
Full Text via DOI:
10.48550/arxiv.2306.00906
2023
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology
Full Text via DOI:
10.21203/rs.3.rs-3317700/v1
2022
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data
Full Text via DOI:
10.48550/arxiv.2211.02638
2022
Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar
2022
Dynamic Template Initialization for Part-Aware Person Re-ID
Full Text via DOI:
10.48550/arxiv.2208.11440
2022
Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers
Full Text via DOI:
10.48550/arxiv.2208.06991
2022
Deep Optical Coding Design in Computational Imaging
Full Text via DOI:
10.48550/arxiv.2207.00164
2022
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy
Full Text via DOI:
10.48550/arxiv.2205.11521
2022
Differentiable Microscopy Designs an All Optical Phase Retrieval Microscope
Full Text via DOI:
10.48550/arxiv.2203.14944
2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing
Full Text via DOI:
10.48550/arxiv.2112.11258
2021
Kraken: An Efficient Engine with a Uniform Dataflow for Deep Neural Networks
Full Text via DOI:
10.48550/arxiv.2112.02793
2021
WLS Design of ARMA Graph Filters using Iterative Second-Order Cone Programming
Full Text via DOI:
10.48550/arxiv.2110.03993
2021
Towards Accurate Cross-Domain In-Bed Human Pose Estimation
Full Text via DOI:
10.48550/arxiv.2110.03578
2021
Diverse Single Image Generation with Controllable Global Structure
Full Text via DOI:
10.48550/arxiv.2102.04780
2021
A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds
Full Text via DOI:
10.48550/arxiv.2102.01728
2020
Fast and Accurate Light Field Saliency Detection through Deep Encoding
Full Text via DOI:
10.48550/arxiv.2010.13073
2020
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems
Full Text via DOI:
10.48550/arxiv.2006.14556
Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope
Full Text via DOI:
10.21203/rs.3.rs-1681585/v1
Multi-Volumetric Refocusing of Light Fields
Full Text via DOI:
10.36227/techrxiv.12349835.v1
Multi-Volumetric Refocusing of Light Fields
Full Text via DOI:
10.36227/techrxiv.12349835
Contact
full name
Chamira
Edussooriya
Identifiers
ORCID iD
https://orcid.org/0000-0001-6715-6198
(confirmed)
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