Dr Nantheera Anantrasirichai (Pui)

2024

• TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion. X Tian, N Anantrasirichai, L Nicholson, A Achim. Medical Image Computing and Computer Assisted Intervention. 2024 [PDF] [Code]
• PMT: Partial-Modality Translation Based on Diffusion Models for Prostate Magnetic Resonance and Ultrasound Image Registration. X Ma, N Anantrasirichai, S Bolomytis, A Achim. Medical Image Understanding and Analysis. 2024 [PDF]
• Learning Ground Displacement Signals Directly from InSAR-Wrapped Interferograms. L Moualla, A Rucci, G Naletto, N Anantrasirichai. Sensors. 2024 [PDF]
• A comprehensive study of object tracking in low-light environments. A Yi and N Anantrasirichai. Sensors. 2024 [PDF] [Project]
• Anomaly detection for the identification of volcanic unrest in satellite imagery. RG Popescu, N Anantrasirichai, J Biggs. IEEE International Conference on Image Processing. 2024 [PDF] [Project]
• A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement. R Lin, N Anantrasirichai, A Malyugina, D Bull. IEEE International Conference on Image Processing. 2024 [PDF] [CODE] [Project] [Dataset]
• OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy. X Tian, N Anantrasirichai, L Nicholson, A Achim. IEEE International Symposium on Biomedical Imaging. 2024 [PDF] [CODE]
• DUBLINE: A Deep Unfolding Network for B-line Detection in Lung Ultrasound Imagesy. T Yang, N Anantrasirichai, O Karakuş, M Allinovi, HC Koydemir, A Achim. IEEE International Symposium on Biomedical Imaging. 2024 [PDF]

2023

• Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning. T Suwannaphong, S Chavana, S Tongsom, D Palasuwan, T H Chalidabhongse, and N Anantrasirichai. SN Computer Science. 2023 [PDF] [Dataset]
• Topological Loss Function for Image Denoising on a new BVI-lowlight Dataset. A. Malyugina, N. Anantrasirichai, and D. Bull. Signal Processing. 2023. [PDF] [Dataset]
• Atmospheric Turbulence Removal with Complex-Valued Convolutional Neural Network. N. Anantrasirichai, Pattern Recognition Letters. 2023. [PDF]
• Object Recognition in Atmospheric Turbulence Scenes. D Hu, N Anantrasirichai, European Signal Processing Conference. 2023. [PDF] [CODE]
• ST-MFNet Mini: Knowledge Distillation-Driven Frame Interpolation. C Morris, D Danier, F Zhang, N Anantrasirichai, D R Bull. IEEE International Conference on Image Processing. 2023. [PDF]
• Current Advances in Computational Lung Ultrasound Imaging: A Review. T. Yang, O. Karakuş, N. Anantrasirichai, and A. Achim. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 2023. [PDF]
• A Semi-supervised Learning Approach for B-line Detection in Lung Ultrasound Images. T Yang, N Anantrasirichai, O Karakuş, M Allinovi, A Achim, IEEE International Symposium on Biomedical Imaging. 2023. [PDF] [Code]

2022

• ICIP 2022 Challenge on Parasitic Egg Detection and Classification in Microscopic Images: Dataset, Methods and Results. N Anantrasirichai, TH Chalidabhongse, D Palasuwan, K Naruenatthanaset, T Kobchaisawat, N Nunthanasup, K Boonpeng, X Ma, and A Achim. IEEE International Conference on Image Processing. 2022. [PDF] [Dataset] [Website]
• Unsupervised image fusion using deep image priors. X Ma, P Hill, N Anantrasirichai, and A. Achim. IEEE International Conference on Image Processing. 2022. [PDF]
• Optimal Transport-based Graph Matching for 3D retinal OCT image registration. X Tian, N Anantrasirichai, L Nicholson, A Achim. IEEE International Conference on Image Processing. 2022. [PDF]
• Large-scale demonstration of machine learning for the detection of volcanic deformation in Sentinel-1 satellite imagery. J Biggs, N Anantrasirichai, F Albino, M Lazecky, and Y Maghsoudi. Bulletin of Volcanology. 2022. [PDF]
• Textural Feature Analysis of Optical Coherence Tomography Phantoms. M. Kulmaganbetov, R J Bevan, N. Anantrasirichai, Alin Achim, I. Erchova, N. White, J. Albon, J E Morgan. Electronics. 2022. [PDF]

2021

• Artificial Intelligence in the Creative Industries: A Review. N. Anantrasirichai and D. Bull. Artificial Intelligence Review (AIRE). 2021. [PDF]
• Contextual colorization and denoising for low-light ultra high resolution sequences. N. Anantrasirichai and D. Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2021). [PDF]
• Self-Supervised Contrastive Learning for Volcanic Unrest Detection. N.I. Bountos, I. Papoutsis, D. Michail, and N. Anantrasirichai. IEEE Geoscience and Remote Sensing Letters. [PDF]
• Baseline monitoring of volcanic regions with little recent activity: application of Sentinel-1 InSAR to Turkish volcanoes. J. Biggs, F. Dogru, A. Dagliyar, F. Albino, S. Yip, S. Brown, N Anantrasirichai, Gökhan Atıcı. Journal of Applied Volcanology. 2021. [PDF]

2020

• Detecting Ground Deformation in the Built Environment using Sparse Satellite InSAR data with a Convolutional Neural Network. N. Anantrasirichai, J. Biggs, K. Kelevitz, Z. Sadeghi, T. Wright, J. Thompson, A. Achim and D. Bull. IEEE Transactions on Geoscience and Remote Sensing. 2020. [PDF] [Project]
• Image fusion via sparse regularization with non-convex penalties. N. Anantrasirichai, R. Zheng, I. Selesnick and A. Achim. Pattern Recognition Letters. 2020. [PDF] [CODE]
• Encoding in the Dark Grand Challenge: an Overview. N. Anantrasirichai, F. Zhang, A. Malyugina, P. Hill and A. Katsenou. IEEE International Conference on Multimedia & Expo Workshops. 2020. [PDF] [BibTeX]
• Fast Depth Estimation for View Synthesis. N. Anantrasirichai, M. Geravand, D. Braendler, D. Bull. European Signal Processing Conference. 2020. [PDF] [CODE]
• River Planform Extraction From High-Resolution SAR Images Via Generalised Gamma Distribution Superpixel Classification. O. Pappas, N. Anantrasirichai, A. Achim and B. Adams. IEEE Transactions on Geoscience and Remote Sensing. 2020. [PDF]
• Detection of Line Artefacts in Lung Ultrasound Images of COVID-19 Patients via Non-Convex Regularization. O. Karakuş, N. Anantrasirichai, A. Aguersif, S. Silva, A. Basarab and A Achim. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 2020. [PDF] [BibTeX] [CODE]

2019

• The Application of Convolutional Neural Networks to Detect Slow, Sustained Deformation in InSAR Timeseries. N. Anantrasirichai, J. Biggs, F. Albino, and David Bull. Geophysical Research Letters. 2019. [PDF] [BibTeX] [Project]
• A Deep Learning Approach to Detecting Volcano Deformation from Satellite Imagery using Synthetic Datasets. N. Anantrasirichai, J. Biggs, F. Albino, and David Bull. Remote Sensing of Environment. 2019. [PDF] [BibTeX] [CODE] [Project]
• DefectNET: multi-class fault detection on highly-imbalanced datasets. N. Anantrasirichai and David Bull. In Proceedings of the IEEE International Conference on Image Processing. 2019. [PDF] [BibTeX] [CODE] [Project]
• Regularisation With a Dictionary of Lines for Medical Ultrasound Image Deconvolution. N. Anantrasirichai, M. Allinovi, W. Hayes, A. Achim. In Proceedings of the IEEE International Symposium on Biomedical Imaging. 2019. [PDF] [BibTeX] [Project]

2018

• Application of Machine Learning to Classification of Volcanic Deformation in Routinely-Generated InSAR data. N. Anantrasirichai, J. Biggs, F. Albino, P. Hill and David Bull. Journal of Geophysical Research: Solid Earth. [PDF] [BibTeX]
• Atmospheric turbulence mitigation for sequences with moving objects using recursive image fusion. N. Anantrasirichai, Alin Achim, and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2018). [PDF]

2017

• Fixation Prediction and Visual Priority Maps for Biped Locomotion. N. Anantrasirichai, K. A. J. Daniels, J. F. Burn, Iain D. Gilchrist and David Bull. IEEE Transactions on Cybernetics. [PDF]
• Line Detection as an Inverse Problem: Application to Lung Ultrasound Imaging. N. Anantrasirichai, W. Hayes, M. Allinovi, D. Bull, A. Achim. IEEE Transactions on Medical Imaging. [PDF] [BibTeX] [CODE]
• Exploiting texture information in diagnosing Glaucoma. E.T. Gormus, N. Anantrasirichai, M. Bundy, I. Erchova, N. White, J. Fergusson, J. Morgan, L.B. Nicholson, A. Achim. In Proceedings of the IEEE Signal Processing and Communications Applications Conference (SIU). [PDF]
• Line detection in speckle images using Radon transform and l1 regularization. N. Anantrasirichai, M. Allinovi, W. Hayes, A. Achim. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). [PDF]

2016

• Fixation Identification for Low-Sample-Rate Mobile Eye Trackers. N. Anantrasirichai, I. D. Gilchrist and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2016). [PDF]
• Visual Salience and Priority Estimation for Locomotion using a Deep Convolutional Neural Network. N. Anantrasirichai, I. D. Gilchrist and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2016). [PDF]
• Automatic B-line detection in paediatric lung ultrasound. N. Anantrasirichai, M. Allinovi, W. Hayes, A. Achim. In Proceedings of the IEEE International Conference on Ultrasonics Symposium (IUS 2016). [PDF]

2015

• Terrain classification from body-mounted cameras during human locomotion. N. Anantrasirichai, J. Burn and David Bull. IEEE Transactions on Cybernetics. [PDF] [BibTeX] [Code]
• Robust texture features based on undecimated dual-tree complex wavelets and local magnitude binary patterns. N. Anantrasirichai, J. Burn and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2015). [PDF]
• Undecimated dual-tree complex wavelet transforms. P.R. Hill, N. Anantrasirichaia, A. Achima, M.E. Al-Mualla and David Bull. Signal Processing: Image Communication. [PDF] [Code]

2014

• Adaptive-Weighted Bilateral Filtering and Other Pre-processing Techniques for Optical Coherence Tomography. N. Anantrasirichai, L. Nicholson, J. E. Morgan, I. Erchova, K. Mortlock, R. V. North, J. Albon, and Alin Achim. Computerized Medical Imaging and Graphics. [PDF] [BibTeX]
• Robust texture features for blurred images using undecimated dual-tree complex wavelets. N. Anantrasirichai, J. Burn and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2014). [PDF] [Code]
• Orientation estimation for planar textured surfaces based on complex wavelets. N. Anantrasirichai, J. Burn and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2014). [PDF]

2013

• Atmospheric turbulence mitigation using complex wavelet-based fusion. N. Anantrasirichai, Alin Achim, Nick Kingsbury, and David Bull. IEEE Transactions on Image Processing. [PDF] [BibTeX]
• Adaptive-weighted bilateral filtering for Optical Coherence Tomography. N. Anantrasirichai, L. Nicholson, J. E. Morgan, I. Erchova, and Alin Achim. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2013). [PDF]
• SVM-based texture classification in optical coherence tomography. N. Anantrasirichai, Alin Achim, J. E. Morgan, I. Erchova, and L. Nicholson. In Proceedings of the IEEE International Symposium on Biomedical Imaging (ISIB 2013). [PDF]
• Projective image restoration using sparsity regularization. N. Anantrasirichai, J. Burn and David Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2013). [PDF] [Code]
• Curvelet domain image fusion of OCT and fundus imagery using convolution of meridian distributions. O. Pappas, N. Anantrasirichai, L. Nicholson, J. E. Morgan, I. Erchova, and Alin Achim. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2013). [PDF]

2003 - 2012

• Mitigating the effects of atmospheric distortion using DT-CWT fusion. N. Anantrasirichai, Alin Achim, David Bull, and Nick Kingsbury. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2012). [PDF] [BibTeX]
• Colour volumetric compression for realistic view synthesis applications. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, A.S. Akbari, and D. Bull. Multimedia Tools Application. [PDF] [BibTeX]
• Agriculture disease mitigation system. S.L. Hannuna, N. Anantrasirichai, Swarna Subramanian, Suma Prashant, Ashok Jhunjhunwala, and CN Canagarajah. ICTACT Journal on Communication Technology. [PDF]
• Colour correction for assessing plant pathology using low quality cameras. S.L. Hannuna, T. Kunkel, N Anantrasirichai, and CN. Canagarajah. In Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms.
• In-band disparity compensation for multiview image compression and view synthesis. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, and D.R. Bull. IEEE Transactions on Circuits and Systems for Video Technology. [PDF] [BibTeX]
• Spatiotemporal super-resolution for low bitrate h.264 video. N. Anantrasirichai and C.N. Canagarajah. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2010). [PDF] [BibTeX]
• Performance evaluation of two state of the art DVC codecs. N. Anantrasirichai, D. Agrafiotis, M. Ouaret, F. Dufaux, and T. Ebrahimi. In Proceedings of the ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2009). [BibTeX]
• Enhanced spatially interleaved DVC using diversity and selective feedback. N. Anantrasirichai, D. Agrafiotis, and D. Bull. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009). [PDF] [BibTeX]
• A concealment based approach to distributed video coding. N. Anantrasirichai, D. Agrafiotis, and D. Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2008). [PDF] [BibTeX]
• Distributed video coding for wireless multi-camera networks. N. Anantrasirichai, D. Agrafiotis, and D. Bull. In Proceedings of the IET Visual Information Engineering (VIE 2008). [PDF] [BibTeX]
• Volumetric reconstruction with compressed data. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, and A.S. Akbari. In Proceedings of the ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2007). [PDF] [BibTeX]
• Colour volumetric compression for realistic view synthesis applications. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, and D.R. Bull. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007). [PDF] [BibTeX]
• Scene representation for a sparse set of multi-view images. N. Anantrasirichai and C.N. Canagarajah. In Proceedings of the International Workshop on IWAIT. [PDF]
• Volumetric representation for sparse multi-views. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, and D.R. Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2006). [PDF] [BibTeX]
• Dynamic programming for multi-view disparity/depth estimation. N. Anantrasirichai, C.N. Canagarajah, D.W. Redmill, and D.R. Bull. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006). [PDF] [BibTeX]
• Multi-view image coding with wavelet lifting and in-band disparity compensation. N. Anantrasirichai, C.N. Canagarajah, and D.R. Bull. In Proceedings of the IEEE International Conference on Image Processing (ICIP 2005). [PDF] [BibTeX]
• Lifting-based multi-view image coding. N. Anantrasirichai, C.N. Canagarajah, and D.R. Bull. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2005). [PDF] [BibTeX]
• Multi-view image coding with wavelet lifting scheme. N. Anantrasirichai, C. Nishan Canagarajah, , and David R. Bull. In Proceedings of the Vision, Video and Graphics (VVG 2005). [PDF]
• EBCOT based coding for occlusion in stereo video coding. N. Anantrasirichai and W.A.C Fernando. In Proceedings of the International Symposium on Wireless Personal Multimedia Communications (WPMC 2004).
• Disparity estimation using chromatic information in stereo video coding. N. Anantrasirichai and W.A.C Fernando. In Proceedings of the International Symposium on Wireless Personal Multimedia Communications (WPMC 2004).
• EBCOT coding of stereo video sequences. N. Anantrasirichai and W.A.C Fernando. In Proceedings of the International Symposium on Wireless Personal Multimedia Communications (WPMC 2003).
• Disparity estimation using chromatic information in stereo image coding. N. Anantrasirichai, W.A.C Fernando, and E.A. Edirisinghe. In Proceedings of the IEEE International Symposium on Communication and Information Technologies (ISCIT 2003).
• An EBCOT based stereoscopic video codec. N. Anantrasirichai, W.A.C Fernando, and E.A. Edirisinghe. In Proceedings of the IEEE International Symposium on Communication and Information Technologies (ISCIT 2003).