Eran A. Edirisinghe

According to our database, Eran A. Edirisinghe authored at least 83 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Neural Network Based Automatic Litter Detection in Desert Areas Using Unmanned Aerial Vehicle Imagery.

Guoxu Wang, Andrew Leoncé, Hakim Hacid, Eran A. Edirisinghe

Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Ghaf Tree Detection from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks.

Guoxu Wang, Andrew Leoncé, Eran A. Edirisinghe, Tamer Khafaga, Gregory Simkins, Umar Yahya, Moayyed Sher Shah

Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Deep Neural Networks Based Multiclass Animal Detection and Classification in Drone Imagery.

Changrong Chen, Eran A. Edirisinghe, Andrew Leoncé, Greg Simkins, Tamer Khafaga, Moayyed Sher Shah, Umar Yahya

Proceedings of the International Symposium on Networks, Computers and Communications, 2023

2022

Stuttering Disfluency Detection Using Machine Learning Approaches.

Abedal-Kareem Al-Banna, Eran A. Edirisinghe, Hui Fang, Wael Hadi

J. Inf. Knowl. Manag., 2022

Deep neural network based date palm tree detection in drone imagery.

Thani Jintasuttisak, Eran A. Edirisinghe, Ali El-Battay

Comput. Electron. Agric., 2022

FPGA Implementation of a Custom Floating-Point Library.

Nelson Campos, Eran A. Edirisinghe, Shaheen Fatima, Slava Chesnokov, Alexis Lluis

Proceedings of the Intelligent Systems and Applications, 2022

Demo-Net: A Low Complexity Convolutional Neural Network for Demosaicking Images.

Mert Bektas, Zhao Gao, Eran A. Edirisinghe, Alexis L. Lluis-Gomez

Proceedings of the IEEE International Conference on Consumer Electronics, 2022

Deep Learning based Animal Detection and Tracking in Drone Video Footage.

Thani Jintasuttisak, Andrew Leoncé, Moayyed Sher Shah, Tamer Khafaga, Greg Simkins, Eran A. Edirisinghe

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

2021

A Coarse-to-Fine Multi-class Object Detection in Drone Images Using Convolutional Neural Networks.

Rua Y. Aburasain, Eran A. Edirisinghe, M. Y. Zamim

Proceedings of the Digital Interaction and Machine Intelligence - Proceedings of MIDI'2021, 2021

FPGA Implementation of Custom Floating-Point Logarithm and Division.

Nelson Campos, Slava Chesnokov, Eran A. Edirisinghe, Alexis Lluis

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2021

2020

Investigation of Faster-RCNN Inception Resnet V2 on Offline Kanji Handwriting Characters.

Anthony Adole, Eran A. Edirisinghe, Baihua Li, Chris Bearchell

Proceedings of the PRIS 2020: International Conference on Pattern Recognition and Intelligent Systems, 2020

Palm Tree Detection in Drone Images Using Deep Convolutional Neural Networks: Investigating the Effective Use of YOLO V3.

Rua Y. Aburasain, Eran A. Edirisinghe, Ali Albatay

Proceedings of the Digital Interaction and Machine Intelligence - Proceedings of MIDI'2020, 2020

OEC-cnn: a simple method for over-exposure correction in photographs.

Zhao Gao, Eran A. Edirisinghe, Slava Chesnokov

Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Drone-Based Cattle Detection Using Deep Neural Networks.

Rua Y. Aburasain, Eran A. Edirisinghe, Ali Albatay

Proceedings of the Intelligent Systems and Applications, 2020

2019

An Effective and Efficient Constrained Ward's Hierarchical Agglomerative Clustering Method.

Abeer A. Aljohani, Eran A. Edirisinghe, Daphne Teck Ching Lai

Proceedings of the Intelligent Systems and Applications, 2019

Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset.

Intisar Al-Mandhari, Lin Guan, Eran A. Edirisinghe

Proceedings of the Intelligent Systems and Applications, 2019

Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks.

Ranjith Dinakaran, Philip Easom, Li Zhang, Ahmed Bouridane, Richard Jiang, Eran A. Edirisinghe

Proceedings of the International Joint Conference on Neural Networks, 2019

Image Super-Resolution Using CNN Optimised By Self-Feature Loss.

Zhao Gao, Eran A. Edirisinghe, Slava Chesnokov

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Securing DICOM Images Based on Adaptive Pixel Thresholding Approach.

Qamar Natsheh, Ana Salagea, Eran A. Edirisinghe

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

A machine learning based approach to human observer behaviour analysis in CCTV video analytics & forensics.

Seema F. Al Raisi, Eran A. Edirisinghe

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

Text localization in natural images through effective re-identification of the MSER.

Hanaa F. Mahmood, Baihua Li, Eran A. Edirisinghe

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

Fast and reliable human action recognition in video sequences by sequential analysis.

Hui Fang, Jeyarajan Thiyagalingam, Nik Bessis, Eran A. Edirisinghe

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A Comparison of Distance Metrics in Semi-supervised Hierarchical Clustering Methods.

Abeer Aljohani, Daphne Teck Ching Lai, Paul C. Bell, Eran A. Edirisinghe

Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

2016

Machine Learning-Based Framework for Resource Management and Modelling for Video Analytic in Cloud-Based Hadoop Environment.

Manal Al-Rawahi, Eran A. Edirisinghe, Jeyarajan Thiyagalingam

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Novel approach to enhance face recognition using depth maps.

Yaser Saleh, Eran A. Edirisinghe

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Vehicle type recognition using multiple-feature combinations.

Quang A. Nguyen, Martins E. Irhebhude, Mohammad Athar Ali, Eran A. Edirisinghe

Proceedings of the Video Surveillance and Transportation Imaging Applications 2016, 2016

2015

Exploiting colour information for better scene text detection and recognition.

Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe

Int. J. Document Anal. Recognit., 2015

Automatic diagnosis of inflammatory muscle disease for MRI using computer-extracted features of bivariate histograms.

James Jack, Terence Jones, Charles Hutchinson, Helmut E. Bez, Eran A. Edirisinghe

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Pedestrian detection and vehicle type recognition using CENTROG features for nighttime thermal images.

Martins E. Irhebhude, Mohammad Athar Ali, Eran A. Edirisinghe

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

2014

Backwards compatible high dynamic range video compression.

Vladimir Dolzhenko, Vyacheslav Chesnokov, Eran A. Edirisinghe

Proceedings of the Visual Information Processing and Communication V, 2014

Advances in Sports Informatics Research.

Martin Sykora, Paul Wai Hing Chung, Jonathan P. Folland, Benjamin J. Halkon, Eran A. Edirisinghe

Proceedings of the Computational Intelligence in Information Systems, 2014

Experiments in the Application of Computer Vision for Ball and Event Identification in Indoor Sports.

Kevin M. Oldham, Paul Wai Hing Chung, Eran A. Edirisinghe, Benjamin J. Halkon

Proceedings of the Computational Intelligence in Information Systems, 2014

Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition.

Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Image matching in Bayer RAW domain to remove ghosting in multi-exposure image fusion.

Ilya V. Romanenko, Alexis L. Lluis-Gomez, Eran A. Edirisinghe

Proceedings of the IEEE International Conference on Consumer Electronics, 2014

A novel colour management system for image signal processors in commercial digital cameras.

Alexis L. Lluis-Gomez, Eran A. Edirisinghe

Proceedings of the IEEE International Conference on Consumer Electronics, 2014

Physiological measurement used in real time experiment to detect driver cognitive distraction.

Afizan Azman, Siti Zainab Ibrahim, Qinggang Meng, Eran A. Edirisinghe

Proceedings of the International Conference on Electronics, Information and Communications, 2014

A novel approach to extract closed foreground object contours in video surveillance.

Giounona Tzanidou, Eran A. Edirisinghe

Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Image matching in Bayer raw domain to de-noise low-light still images, optimized for real-time implementation.

Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin

Proceedings of the Computational Imaging XII, 2014

Exploiting Color Information for Better Scene Text Recognition.

Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe

Proceedings of the British Machine Vision Conference, 2014

2013

Carried Object Detection in Videos Using Color Information.

Giounona Tzanidou, Iffat Zafar, Eran A. Edirisinghe

IEEE Trans. Inf. Forensics Secur., 2013

Real-time automatic license plate recognition for CCTV forensic applications.

M. Saquib Sarfraz, Azeem Shahzad, Muhammad Adnan Elahi, Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe

J. Real Time Image Process., 2013

Human object annotation for surveillance video forensics.

Muhammad Fraz, Iffat Zafar, Giounona Tzanidou, Eran A. Edirisinghe, Muhammad Saquib Sarfraz

J. Electronic Imaging, 2013

Object Colour Extraction for CCTV Video Annotation.

Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe

Proceedings of the VISAPP 2013, 2013

Spatial-temporal noise reduction method optimized for real-time implementation.

Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin

Proceedings of the Image Processing: Algorithms and Systems XI, 2013

Vehicle Make and Model Recognition in CCTV footage.

Sara Saravi, Eran A. Edirisinghe

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Human object articulation for CCTV video forensics.

Iffat Zafar, Muhammad Fraz, Eran A. Edirisinghe

Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

2012

A survey of cast shadow detection algorithms.

Nijad Al-Najdawi, Helmut E. Bez, Jyoti Singhai, Eran A. Edirisinghe

Pattern Recognit. Lett., 2012

An automated real-time people tracking system based on KLT features detection.

Nijad Al-Najdawi, Sara Tedmori, Eran A. Edirisinghe, Helmut E. Bez

Int. Arab J. Inf. Technol., 2012

Contourlet based Multi-exposure Image Fusion with Compensation for Multi-dimensional Camera Shake.

Sara Saravi, Eran A. Edirisinghe

Proceedings of the VISAPP 2012, 2012

Block matching noise reduction method for photographic images applied in Bayer RAW domain and optimized for real-time implementation.

Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin

Proceedings of the Real-Time Image and Video Processing 2012, 2012

Road Sign Detection and Recognition from Video Stream Using HSV, Contourlet Transform and Local Energy Based Shape Histogram.

Usman Zakir, Eran A. Edirishinghe, Amir Hussain

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

2011

Reversible Watermarking using Differential Expansion on IPCM Macroblocks in H.264/AVC.

Mohammad Athar Ali, Eran A. Edirisinghe

J. Next Gener. Inf. Technol., 2011

Automatic baggage detection and classification.

Giounona Tzanidou, Eran A. Edirisinghe

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

Computer Aided Detection and Recognition of Lesions in Ultrasound Breast Images.

Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez

Int. J. Comput. Model. Algorithms Medicine, 2010

Real-time multi-barcode reader for industrial applications.

Iffat Zafar, Usman Zakir, Eran A. Edirisinghe

Proceedings of the Real-Time Image and Video Processing 2010, 2010

Real-time speaker identification for video conferencing.

Sara Saravi, Iffat Zafar, Eran A. Edirisinghe, Roy S. Kalawsky

Proceedings of the Real-Time Image and Video Processing 2010, 2010

2009

Watermarking H.264/AVC by Modifying DC Coefficients.

Mohammad Athar Ali, Eran A. Edirisinghe

Proceedings of the 2009 International Conference on CyberWorlds, 2009

A Novel Framework for Multi-objective Optimization of Video CODECs.

Fatima Al-Abri, Xiongwen Li, Eran A. Edirisinghe, Christos Grecos

Proceedings of the 2009 International Conference on CyberWorlds, 2009

Use of Adaptive Boosting in Feature Selection for Vehicle Make & Model Recognition.

Iffat Zafar, B. S. Acar, Eran A. Edirisinghe

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

A comparative study in ultrasound breast imaging classification.

Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the Medical Imaging 2009: Image Processing, 2009

StoryBank: mobile digital storytelling in a development context.

David M. Frohlich, Dorothy Rachovides, Kiriaki Riga, Ramnath Bhat, Maxine Frank, Eran A. Edirisinghe, Dhammike Wickramanayaka, Matt Jones, Will Harwood

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008

Transform domain texture synthesis.

Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez

Signal Process. Image Commun., 2008

Evolving Roi Coding in H.264 SVC.

Syeda Shamikha F. Shah, Eran A. Edirisinghe

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Control Polygon Based Texture Synthesis on Biquadratic Bézier Rational Surfaces.

Rupesh N. Shet, Helmut E. Bez, Eran A. Edirisinghe

Proceedings of the GRAPP 2008, 2008

2007

Two-dimensional statistical linear discriminant analysis for real-time robust vehicle-type recognition.

Iffat Zafar, Eran A. Edirisinghe, B. S. Acar, Helmut E. Bez

Proceedings of the Real-Time Image Processing 2007, San Jose, CA, USA, January 29-30, 2007, 2007

Fully automatic lesion boundary detection in ultrasound breast images.

Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006

Novel Scanning Order for Improving the Bit Rate Performance of ZTE Video Coding.

Hemantha Kodikara Arachchi, Warnakulasuriya Anil Chandana Fernando, Eran A. Edirisinghe

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006

A facial component based hybrid approach to caricature generation using neural networks.

Ka H. Lai, Eran A. Edirisinghe, Paul W. H. Chung

Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Fractal Image Coding in Hexagonal Grid Images.

Balamuralii Balasubramaniyam, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications, 2006

Object Boundary Detection in Ultrasound Images.

Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

2005

Zerotree Wavelet Based Image Quilting for Fast Texture Synthesis.

Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Use of Neural Networks in Automatic Caricature Generation: An Approach Based on Drawing Style Capture.

Rupesh N. Shet, Ka H. Lai, Eran A. Edirisinghe, Paul W. H. Chung

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004

A wavelet implementation of the pioneering block-based disparity compensated predictive coding algorithm for stereo image pair compression.

Eran A. Edirisinghe, Mohd Yunus Nayan, Helmut E. Bez

Signal Process. Image Commun., 2004

Improvements to the JPEG-LS prediction scheme.

Satish Bedi, Eran A. Edirisinghe, Christos Grecos

Image Vis. Comput., 2004

Fast wavelet transform domain texture synthesis.

Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez

Proceedings of the Visual Communications and Image Processing 2004, 2004

2003

Variation of JPEG-LS to low cost rate control and its application in region-of-interest based coding.

Eran A. Edirisinghe, Satish Bedi

Signal Process. Image Commun., 2003

A zerotree stereo video encoder.

S. Thanapirom, Warnakulasuriya Anil Chandana Fernando, Eran A. Edirisinghe

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002

A hybrid scheme for low bit-rate coding of stereo images.

Jianmin Jiang, Eran A. Edirisinghe

IEEE Trans. Image Process., 2002

Improvements to JPEG-LS via diagonal edge-based prediction.

Eran A. Edirisinghe, Satish Bedi, Christos Grecos

Proceedings of the Visual Communications and Image Processing 2002, 2002

2001

Two low cost algorithms for improved diagonal edge detection in JPEG-LS.

Christos Grecos, Jianmin Jiang, Eran A. Edirisinghe

IEEE Trans. Consumer Electron., 2001

Local Texture Adaptive JPEG-NLS Image Compression with Improved Texture Classification.

Eran A. Edirisinghe, Satish Bedi, Christos Grecos

Proceedings of the IASTED International Conference on Visualization, 2001

2000

Shape adaptive padding for MPEG-4.

Eran A. Edirisinghe, Jianmin Jiang, Christos Grecos

IEEE Trans. Consumer Electron., 2000

1999

A Contour Analysis Based Technique to Extract Objects for MPEG-4.

Eran A. Edirisinghe, Jianmin Jiang

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999