Chamira U. S. Edussooriya

About Chamira U. S. Edussooriya

Chamira U. S. Edussooriya, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Moratuwa, specializes in the field of Multi-dimensional Signal Processing, Digital Filters, Light Fields, Graph Signal Processing, Applications of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sparse optical neural architectures for quantitative phase imaging

Multibeam Wideband Transmit Beamforming Using 2D Sparse FIR Trapezoidal Filters

Towards ultrafast quantitative phase imaging via differentiable microscopy

Graph Neural Network Based 77 GHz MIMO Radar Array Processor for Autonomous Robotics

All-optical phase retrieval microscope designed using differentiable microscopy

A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data

Minimax Design of MD Complex-Coefficient FIR Filters with Nearly-Constant Low Group Delays

Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation)

Chamira U. S. Edussooriya Information

University

Position

___

Citations(all)

496

Citations(since 2020)

381

Cited By

251

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

23

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Chamira U. S. Edussooriya Skills & Research Interests

Multi-dimensional Signal Processing

Digital Filters

Light Fields

Graph Signal Processing

Applications of Machine Learning

Top articles of Chamira U. S. Edussooriya

Title

Journal

Author(s)

Publication Date

Sparse optical neural architectures for quantitative phase imaging

Hasindu Kariyawasam

Kithmini Herath

Dushan Wadduwage

Chamira Edussooriya

2024/3/13

Multibeam Wideband Transmit Beamforming Using 2D Sparse FIR Trapezoidal Filters

Journal of Low Power Electronics and Applications

Nadeeshan Dissanayake

Chamira US Edussooriya

Chamith Wijenayake

Arjuna Madanayake

2024/4/28

Towards ultrafast quantitative phase imaging via differentiable microscopy

Biomedical Optics Express

Udith Haputhanthri

Kithmini Herath

Ramith Hettiarachchi

Hasindu Kariyawasam

Azeem Ahmad

...

2024/3/1

Graph Neural Network Based 77 GHz MIMO Radar Array Processor for Autonomous Robotics

Ransara Wijitharathna

Pahan Mendis

Rahal Perera

Punsara Mahawela

Nilan Udayanga

...

2024/3/17

All-optical phase retrieval microscope designed using differentiable microscopy

Kithmini Herath

Udith Haputhanthri

Ramith Hettiarachchi

Hasindu Kariyawasam

Raja N Ahmad

...

2024/3/13

A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data

Mithunjha Anandakumar

Jathurshan Pradeepkumar

Simon L Kappel

Chamira US Edussooriya

Anjula C De Silva

2023/10/1

Minimax Design of MD Complex-Coefficient FIR Filters with Nearly-Constant Low Group Delays

Darukeesan Pakiyarajah

US Chamira Edussooriya

Chamith Wijenayake

Arjuna Madanayake

2023/11/9

Towards fabricating visible wavelength d2nns through multi-level quantization for quantitative phase imaging (conference presentation)

Hasindu Kariyawasam

Ramith Hettiarachchi

Quansan Yang

Udith Haputhanthri

Kithmini Herath

...

2023/3/16

Low-Complexity DFT-Based Multibeamforming Arrays with Configurable Beam Profiles

Pathmapirian Nanthakumar

Chamith Wijenayake

Chamira US Edussooriya

Arjuna Madanayake

2023/9/6

Deep optical coding design in computational imaging: a data-driven framework

Henry Arguello

Jorge Bacca

Hasindu Kariyawasam

Edwin Vargas

Miguel Marquez

...

2023/2/27

Lost in Translation: The Critical Role of Attention in Adaptive Image Reconstruction

LTN Wickremasinghe

DSPA Niwarthana

PMPH Somarathne

A Thieshanthan

Brandon Weissbourd

...

2023/8/14

A Low-Complexity 2-D FIR Parallelogram Filter for Broadband Beamforming with Sparse Linear Arrays

Darukeesan Pakiyarajah

Chamira US Edussooriya

Chamith Wijenayake

Arjuna Madanayake

2023/11/9

Exploring the Performance of Generative AI Tools in Electrical Engineering Education

Zhaofeng Zhong

Chamith Wijenayake

Chamira US Edussooriya

2023/11/28

Fast and accurate light field saliency detection through deep encoding

Signal Processing: Image Communication

Sahan Hemachandra

Ranga Rodrigo

Chamira US Edussooriya

2023/1/1

MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction

arXiv preprint arXiv:2306.00906

Pamuditha Somarathne

Tharindu Wickremasinghe

Amashi Niwarthana

Arulmolivarman Thieshanthan

Chamira US Edussooriya

...

2023/6/1

Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology

Dushan Wadduwage

Nirhoshan Sivaroopan

Chamuditha Jayanga

Chalani Ekanayake

Hasindri Watawana

...

2023/10/20

Diverse single image generation with controllable global structure

Neurocomputing

Sutharsan Mahendren

Chamira US Edussooriya

Ranga Rodrigo

2023/4/1

Combined Approximate Transforms and Approximate Computing for Low-Complexity Multibeam Arrays

Pathmapirian Nanthakumar

Chamith Wijenayake

Chamira US Edussooriya

Arjuna Madanayake

2023/10/16

From hours to seconds: towards 100x faster quantitative phase imaging via differentiable microscopy (Conference Presentation)

Udith Haputhanthri

Kithmini Herath

Ramith Hettiarachchi

Hasindu Kariyawasam

Azeem Ahmad

...

2023/3/16

Minimax design of MD sparse FIR filters with arbitrary frequency response using SOCP

IEEE Transactions on Circuits and Systems II: Express Briefs

Ashira L Jayaweera

Darukeesan Pakiyarajah

Chamira US Edussooriya

2022/3/17

See List of Professors in Chamira U. S. Edussooriya University(University of Moratuwa)

Co-Authors

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