Eran A. Edirisinghe

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 30

Top Topics

Convolutional Neural Networks

Color Information

Machine Learning

Top Venues

Video Surveillance and Transportation Imaging Applications

Publications

Changrong Chen, Eran A. Edirisinghe, Andrew Leoncé, Greg Simkins, Tamer Khafaga, Moayyed Sher Shah, Umar Yahya
Deep Neural Networks Based Multiclass Animal Detection and Classification in Drone Imagery. ISNCC (2023)
Guoxu Wang, Andrew Leoncé, Hakim Hacid, Eran A. Edirisinghe
Deep Neural Network Based Automatic Litter Detection in Desert Areas Using Unmanned Aerial Vehicle Imagery. ISNCC (2023)
Guoxu Wang, Andrew Leoncé, Eran A. Edirisinghe, Tamer Khafaga, Gregory Simkins, Umar Yahya, Moayyed Sher Shah
Ghaf Tree Detection from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks. ISNCC (2023)
Nelson Campos, Eran A. Edirisinghe, Shaheen Fatima, Slava Chesnokov, Alexis Lluis
FPGA Implementation of a Custom Floating-Point Library. IntelliSys (2) (2022)
Mert Bektas, Zhao Gao, Eran A. Edirisinghe, Alexis L. Lluis-Gomez
Demo-Net: A Low Complexity Convolutional Neural Network for Demosaicking Images. ICCE (2022)
Abedal-Kareem Al-Banna, Eran A. Edirisinghe, Hui Fang, Wael Hadi
Stuttering Disfluency Detection Using Machine Learning Approaches. J. Inf. Knowl. Manag. 21 (2) (2022)
Thani Jintasuttisak, Eran A. Edirisinghe, Ali El-Battay
Deep neural network based date palm tree detection in drone imagery. Comput. Electron. Agric. 192 (2022)
Thani Jintasuttisak, Andrew Leoncé, Moayyed Sher Shah, Tamer Khafaga, Greg Simkins, Eran A. Edirisinghe
Deep Learning based Animal Detection and Tracking in Drone Video Footage. ICCAI (2022)
R. Y. Aburasain, Eran A. Edirisinghe, M. Y. Zamim
A Coarse-to-Fine Multi-class Object Detection in Drone Images Using Convolutional Neural Networks. MIDI (2021)
Nelson Campos, Slava Chesnokov, Eran A. Edirisinghe, Alexis Lluis
FPGA Implementation of Custom Floating-Point Logarithm and Division. ARC (2021)
Zhao Gao, Eran A. Edirisinghe, Slava Chesnokov
OEC-cnn: a simple method for over-exposure correction in photographs. Image Processing: Algorithms and Systems (2020)
Anthony Adole, Eran A. Edirisinghe, Baihua Li, Chris Bearchell
Investigation of Faster-RCNN Inception Resnet V2 on Offline Kanji Handwriting Characters. PRIS (2020)
R. Y. Aburasain, Eran A. Edirisinghe, Ali Albatay
Drone-Based Cattle Detection Using Deep Neural Networks. IntelliSys (1) (2020)
R. Y. Aburasain, Eran A. Edirisinghe, Ali Albatay
Palm Tree Detection in Drone Images Using Deep Convolutional Neural Networks: Investigating the Effective Use of YOLO V3. MIDI (2020)
I. Al-Mandhari, L. Guan, Eran A. Edirisinghe
Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset. IntelliSys (1) (2019)
Abeer A. Aljohani, Eran A. Edirisinghe, Daphne Teck Ching Lai
An Effective and Efficient Constrained Ward's Hierarchical Agglomerative Clustering Method. IntelliSys (1) (2019)
Zhao Gao, Eran A. Edirisinghe, Slava Chesnokov
Image Super-Resolution Using CNN Optimised By Self-Feature Loss. ICIP (2019)
Ranjith Dinakaran, Philip Easom, Li Zhang, Ahmed Bouridane, Richard Jiang, Eran A. Edirisinghe
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks. CoRR (2019)
Ranjith Dinakaran, Philip Easom, Li Zhang, Ahmed Bouridane, Richard Jiang, Eran A. Edirisinghe
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks. IJCNN (2019)
Qamar Natsheh, Ana Salagea, Eran A. Edirisinghe
Securing DICOM Images Based on Adaptive Pixel Thresholding Approach. CBMS (2018)
Hanaa F. Mahmood, Baihua Li, Eran A. Edirisinghe
Text localization in natural images through effective re-identification of the MSER. IML (2017)
Hui Fang, Jeyarajan Thiyagalingam, Nik Bessis, Eran A. Edirisinghe
Fast and reliable human action recognition in video sequences by sequential analysis. ICIP (2017)
Abeer Aljohani, Daphne Teck Ching Lai, Paul C. Bell, Eran A. Edirisinghe
A Comparison of Distance Metrics in Semi-supervised Hierarchical Clustering Methods. ICIC (3) (2017)
Seema F. Al Raisi, Eran A. Edirisinghe
A machine learning based approach to human observer behaviour analysis in CCTV video analytics & forensics. IML (2017)
Manal Al-Rawahi, Eran A. Edirisinghe, Jeyarajan Thiyagalingam
Machine Learning-Based Framework for Resource Management and Modelling for Video Analytic in Cloud-Based Hadoop Environment. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Yaser Saleh, Eran A. Edirisinghe
Novel approach to enhance face recognition using depth maps. IWSSIP (2016)
Quang A. Nguyen, Martins E. Irhebhude, Mohammad Athar Ali, Eran A. Edirisinghe
Vehicle type recognition using multiple-feature combinations. Video Surveillance and Transportation Imaging Applications (2016)
Martins E. Irhebhude, Mohammad Athar Ali, Eran A. Edirisinghe
Pedestrian detection and vehicle type recognition using CENTROG features for nighttime thermal images. ICCP (2015)
Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
Exploiting colour information for better scene text detection and recognition. Int. J. Document Anal. Recognit. 18 (2) (2015)
James Jack, Terence Jones, Charles Hutchinson, Helmut E. Bez, Eran A. Edirisinghe
Automatic diagnosis of inflammatory muscle disease for MRI using computer-extracted features of bivariate histograms. Medical Imaging: Computer-Aided Diagnosis (2015)
Martin Sykora, Paul Wai Hing Chung, Jonathan P. Folland, Benjamin J. Halkon, Eran A. Edirisinghe
Advances in Sports Informatics Research. INNS-CIIS (2014)
Vladimir Dolzhenko, Vyacheslav Chesnokov, Eran A. Edirisinghe
Backwards compatible high dynamic range video compression. Visual Information Processing and Communication (2014)
Alexis L. Lluis-Gomez, Eran A. Edirisinghe
A novel colour management system for image signal processors in commercial digital cameras. ICCE (2014)
Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
Exploiting Color Information for Better Scene Text Recognition. BMVC (2014)
Afizan Azman, Siti Zainab Ibrahim, Qinggang Meng, Eran A. Edirisinghe
Physiological measurement used in real time experiment to detect driver cognitive distraction. ICEIC (2014)
Kevin M. Oldham, Paul Wai Hing Chung, Eran A. Edirisinghe, Benjamin J. Halkon
Experiments in the Application of Computer Vision for Ball and Event Identification in Indoor Sports. INNS-CIIS (2014)
Giounona Tzanidou, Eran A. Edirisinghe
A novel approach to extract closed foreground object contours in video surveillance. Video Surveillance and Transportation Imaging Applications (2014)
Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz
Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition. ICPR (2014)
Ilya V. Romanenko, Alexis L. Lluis-Gomez, Eran A. Edirisinghe
Image matching in Bayer RAW domain to remove ghosting in multi-exposure image fusion. ICCE (2014)
Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin
Image matching in Bayer raw domain to de-noise low-light still images, optimized for real-time implementation. Computational Imaging (2014)
Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin
Spatial-temporal noise reduction method optimized for real-time implementation. Image Processing: Algorithms and Systems (2013)
Muhammad Fraz, Iffat Zafar, Giounona Tzanidou, Eran A. Edirisinghe, Muhammad Saquib Sarfraz
Human object annotation for surveillance video forensics. J. Electronic Imaging 22 (4) (2013)
Sara Saravi, Eran A. Edirisinghe
Vehicle Make and Model Recognition in CCTV footage. DSP (2013)
Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe
Object Colour Extraction for CCTV Video Annotation. VISAPP (1) (2013)
M. Saquib Sarfraz, Azeem Shahzad, Muhammad Adnan Elahi, Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe
Real-time automatic license plate recognition for CCTV forensic applications. J. Real Time Image Process. 8 (3) (2013)
Iffat Zafar, Muhammad Fraz, Eran A. Edirisinghe
Human object articulation for CCTV video forensics. Video Surveillance and Transportation Imaging Applications (2013)
Giounona Tzanidou, Iffat Zafar, Eran A. Edirisinghe
Carried Object Detection in Videos Using Color Information. IEEE Trans. Inf. Forensics Secur. 8 (10) (2013)
Sara Saravi, Eran A. Edirisinghe
Contourlet based Multi-exposure Image Fusion with Compensation for Multi-dimensional Camera Shake. VISAPP (1) (2012)
Ilya V. Romanenko, Eran A. Edirisinghe, Daniel Larkin
Block matching noise reduction method for photographic images applied in Bayer RAW domain and optimized for real-time implementation. Real-Time Image and Video Processing (2012)
Nijad Al-Najdawi, Sara Tedmori, Eran A. Edirisinghe, Helmut E. Bez
An automated real-time people tracking system based on KLT features detection. Int. Arab J. Inf. Technol. 9 (1) (2012)
Nijad Al-Najdawi, Helmut E. Bez, Jyoti Singhai, Eran A. Edirisinghe
A survey of cast shadow detection algorithms. Pattern Recognit. Lett. 33 (6) (2012)
Giounona Tzanidou, Eran A. Edirisinghe
Automatic baggage detection and classification. ISDA (2011)
Mohammad Athar Ali, Eran A. Edirisinghe
Reversible Watermarking using Differential Expansion on IPCM Macroblocks in H.264/AVC. J. Next Gener. Inf. Technol. 2 (1) (2011)
Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez
Computer Aided Detection and Recognition of Lesions in Ultrasound Breast Images. Int. J. Comput. Model. Algorithms Medicine 1 (2) (2010)
Sara Saravi, Iffat Zafar, Eran A. Edirisinghe, Roy S. Kalawsky
Real-time speaker identification for video conferencing. Real-Time Image and Video Processing (2010)
Iffat Zafar, Usman Zakir, Eran A. Edirisinghe
Real-time multi-barcode reader for industrial applications. Real-Time Image and Video Processing (2010)
Iffat Zafar, B. S. Acar, Eran A. Edirisinghe
Use of Adaptive Boosting in Feature Selection for Vehicle Make & Model Recognition. VISAPP (2) (2009)
Mohammad Athar Ali, Eran A. Edirisinghe
Watermarking H.264/AVC by Modifying DC Coefficients. CW (2009)
Fatima Al-Abri, Xiongwen Li, Eran A. Edirisinghe, Christos Grecos
A Novel Framework for Multi-objective Optimization of Video CODECs. CW (2009)
David M. Frohlich, Dorothy Rachovides, Kiriaki Riga, Ramnath Bhat, Maxine Frank, Eran A. Edirisinghe, Dhammike Wickramanayaka, Matt Jones, Will Harwood
StoryBank: mobile digital storytelling in a development context. CHI (2009)
Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez
A comparative study in ultrasound breast imaging classification. Medical Imaging: Image Processing (2009)
Rupesh N. Shet, Helmut E. Bez, Eran A. Edirisinghe
Control Polygon Based Texture Synthesis on Biquadratic Bézier Rational Surfaces. GRAPP (2008)
Syeda Shamikha F. Shah, Eran A. Edirisinghe
Evolving Roi Coding in H.264 SVC. VISAPP (1) (2008)
Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez
Transform domain texture synthesis. Signal Process. Image Commun. 23 (1) (2008)
Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez
Fully automatic lesion boundary detection in ultrasound breast images. Medical Imaging: Image Processing (2007)
Iffat Zafar, Eran A. Edirisinghe, B. S. Acar, Helmut E. Bez
Two-dimensional statistical linear discriminant analysis for real-time robust vehicle-type recognition. Real-Time Image Processing (2007)
Moi Hoon Yap, Eran A. Edirisinghe, Helmut E. Bez
Object Boundary Detection in Ultrasound Images. CRV (2006)
Hemantha Kodikara Arachchi, Warnakulasuriya Anil Chandana Fernando, Eran A. Edirisinghe
Novel Scanning Order for Improving the Bit Rate Performance of ZTE Video Coding. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (11) (2006)
Balamuralii Balasubramaniyam, Eran A. Edirisinghe, Helmut E. Bez
Fractal Image Coding in Hexagonal Grid Images. EuroIMSA (2006)
Ka H. Lai, Eran A. Edirisinghe, Paul W. H. Chung
A facial component based hybrid approach to caricature generation using neural networks. Computational Intelligence (2006)
Rupesh N. Shet, Ka H. Lai, Eran A. Edirisinghe, Paul W. H. Chung
Use of Neural Networks in Automatic Caricature Generation: An Approach Based on Drawing Style Capture. IbPRIA (2) (2005)
Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez
Zerotree Wavelet Based Image Quilting for Fast Texture Synthesis. IbPRIA (1) (2005)
Eran A. Edirisinghe, Mohd Yunus Nayan, Helmut E. Bez
A wavelet implementation of the pioneering block-based disparity compensated predictive coding algorithm for stereo image pair compression. Signal Process. Image Commun. 19 (1) (2004)
Dhammike Saranath Wickramanayake, Eran A. Edirisinghe, Helmut E. Bez
Fast wavelet transform domain texture synthesis. VCIP (2004)
Satish Bedi, Eran A. Edirisinghe, Christos Grecos
Improvements to the JPEG-LS prediction scheme. Image Vis. Comput. 22 (1) (2004)
S. Thanapirom, Warnakulasuriya Anil Chandana Fernando, Eran A. Edirisinghe
A zerotree stereo video encoder. ISCAS (2) (2003)
Eran A. Edirisinghe, Satish Bedi
Variation of JPEG-LS to low cost rate control and its application in region-of-interest based coding. Signal Process. Image Commun. 18 (5) (2003)
Eran A. Edirisinghe, Satish Bedi, Christos Grecos
Improvements to JPEG-LS via diagonal edge-based prediction. VCIP (2002)
Jianmin Jiang, Eran A. Edirisinghe
A hybrid scheme for low bit-rate coding of stereo images. IEEE Trans. Image Process. 11 (2) (2002)
Eran A. Edirisinghe, Satish Bedi, Christos Grecos
Local Texture Adaptive JPEG-NLS Image Compression with Improved Texture Classification. VIIP (2001)
Christos Grecos, Jianmin Jiang, Eran A. Edirisinghe
Two low cost algorithms for improved diagonal edge detection in JPEG-LS. IEEE Trans. Consumer Electron. 47 (3) (2001)
Eran A. Edirisinghe, Jianmin Jiang, Christos Grecos
Shape adaptive padding for MPEG-4. IEEE Trans. Consumer Electron. 46 (3) (2000)
Eran A. Edirisinghe, Jianmin Jiang
A Contour Analysis Based Technique to Extract Objects for MPEG-4. ICMCS, Vol. 1 (1999)