Alin Achim

2023

A Semi-Supervised Learning Approach for B-Line Detection in Lung Ultrasound Images

Yang, T., Anantrasirichai, N., Karakus, O., Allinovi, M. & Achim, A., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

2022

ICIP 2022 Challenge on Parasitic Egg Detection and Classification in Microscopic Images: Dataset, Methods and Results

Anantrasirichai, N., Chalidabhongse, T. H., Palasuwan, D., Naruenatthanaset, K., Kobchaisawat, T., Nunthanasup, N., Boonpeng, K., Ma, X. & Achim, A., 18 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), ( Proceedings - International Conference on Image Processing).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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8 Citations (Scopus)

80 Downloads (Pure)

Optimal Transport-based Graph Matching for 3D retinal OCT image registration

Tian, X., Anantrasirichai, N., Nicholson, L. & Achim, A., 18 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), (International Conference on Image Processing).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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1 Citation (Scopus)

42 Downloads (Pure)

Unsupervised Image Fusion Using Deep Image Priors

Ma, X., Hill, P., Anantrasirichai, N. & Achim, A., 18 Oct 2022, Unsupervised Image Fusion Using Deep Image Priors. Institute of Electrical and Electronics Engineers (IEEE), (IEEE International Conference on Image Processing).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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4 Citations (Scopus)

36 Downloads (Pure)

2021

High-resolution Coastline Extraction in SAR Images via MISP-GGD Superpixel Segmentation

Pappas, O., Anantrasirichai, N., Adams, B. & Achim, A., 2021, 2021 CIE International Conference on Radar, Radar 2021. Institute of Electrical and Electronics Engineers (IEEE), p. 2525-2528 4 p. (Proceedings of the IEEE Radar Conference; vol. 2021-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

2020

Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation

Yang, T., Karakus, O. & Achim, A. M., 28 Oct 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

4 Citations (Scopus)

Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution

Karakus, O., Kuruoglu, E. E. & Achim, A. M., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

9 Citations (Scopus)

2019

Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling

Mayo, P., Holmes, R. & Achim, A., Jul 2019, Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling. Vol. 2019. p. 454-457 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Multimodal Retinal Image Registration and Fusion Based on Sparse Regularization via a Generalized Minimax-concave Penalty

Tian, X., Zheng, R., Chu, C. J., Bell, O. H., Nicholson, L. B. & Achim, A., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1010-1014 5 p. 8683010. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

3 Citations (Scopus)

Regularisation With a Dictionary of Lines for Medical Ultrasound Image Deconvolution

Anantrasirichai, N., Allinovi, M., Hayes, W., Bull, D. & Achim, A. M., 11 Jul 2019, (E-pub ahead of print) IEEE 16th International Symposium on Biomedical Imaging .

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Ship Wake Detection in X-band SAR Images Using Sparse GMC Regularization

Karakus, O. & Achim, A., 16 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 2182-2186 5 p. 8683489. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

14 Citations (Scopus)

Super-Resolution OCT Based on α-Stable Distributions and Sparse Representations

Valdez Zermeno, D., Mayo Diaz De Leon, P. J., Nicholson, L. B. & Achim, A. M., 3 Feb 2019, Proceedings of the International BASP Frontiers Workshop 2019. Heriot-Watt University, p. 61 1 p. (International BASP Frontiers workshop).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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70 Downloads (Pure)

Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models

Zermeno, D. V., Mayo, P., Nicholson, L. & Achim, A., Jul 2019, Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models. Vol. 2019. p. 5585-5588 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2 Citations (Scopus)

2018

Atmospheric Turbulence Mitigation for Sequences with Moving Objects Using Recursive Image Fusion

Anantrasirichai, P., Achim, A. & Bull, D., 7 Oct 2018, (E-pub ahead of print) 2018 25th IEEE International Conference on Image Processing (ICIP 2018). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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21 Citations (Scopus)

380 Downloads (Pure)

Super-Resolution in Optical Coherence Tomography

Wang, Q., Zheng, R. & Achim, A., Jul 2018, Super-Resolution in Optical Coherence Tomography. Vol. 2018. p. 1-4 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

7 Citations (Scopus)

2017

Cauchy - Rayleigh CFAR for Ship Detection in Synthetic Aperture Radar

Translated title of the contribution: Cauchy - Rayleigh CFAR for Ship Detection in Synthetic Aperture RadarPappas, O., Bull, D. & Achim, A., 5 Sept 2017, XXVI^ème Colloque GRETSI 2017: Juan-Les-Pins, 5-8 Septembre 2017.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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330 Downloads (Pure)

Compressed quantitative acoustic microscopy

Kim, J. H., Hill, P. R., Canagarajah, N., Rohrbach, D., Kouame, D., Mamou, J., Achim, A. & Basarab, A., 2 Nov 2017, (E-pub ahead of print) 2017 IEEE International Ultrasonics Symposium (IUS 2017). Institute of Electrical and Electronics Engineers (IEEE), 4 p. 8092328

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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312 Downloads (Pure)

Compressive imaging using approximate message passing and a Cauchy prior in the wavelet domain

Hill, P. R., Kim, J.-H., Basarab, A., Kouamé, D., Bull, D. & Achim, A. M., Mar 2017, 2016 IEEE International Conference on Image Processing (ICIP 2016). Institute of Electrical and Electronics Engineers (IEEE), p. 2514-2518 5 p. (IEEE International Conference on Image Processing (ICIP)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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16 Citations (Scopus)

361 Downloads (Pure)

Exploiting texture information in diagnosing Glaucoma

Gormus, E. T., Anantrasirichai, N., Bundy, M., Erchova, I., White, N., Fergusson, J., Morgan, J., Nicholson, L. B. & Achim, A., Aug 2017, 2017 25th Signal Processing and Communications Applications Conference, SIU 2017: Proceedings of a meeting held 15-18 May 2017, Antalya, Turkey. Institute of Electrical and Electronics Engineers (IEEE), 4 p. 7960648

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Line detection in speckle images using Radon transform and ℓ1 regularization

Anantrasirichai, P., Allinovi, M., Hayes, W., Bull, D. & Achim, A., 19 Jun 2017, (E-pub ahead of print) 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 6240-6244 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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462 Downloads (Pure)

Superpixel-guided CFAR Detection of Ships at Sea in SAR Imagery

Pappas, O. A., Achim, A. & Bull, D., Aug 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017): Proceedings of a meeting held 5-9 March 2017, New Orleans, Louisiana, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 1647-1651 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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5 Citations (Scopus)

690 Downloads (Pure)

2016

A novel approach to identifying merging/splitting events in time-lapse microscopy

Nam, D., Arkill, K., Hodgson, L., Bull, D., Verkade, P. & Achim, A., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016): Proceedings of a meeting held 13-16 April 2016, Prague, Czech Republic. IEEE Computer Society, Vol. 2016-June. p. 964-967 4 p. 7493425. (Proceedings / IEEE International Symposium on Biomedical Imaging: from nano to macro).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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2 Citations (Scopus)

399 Downloads (Pure)

Automatic B-line detection in paediatric lung ultrasound

Anantrasirichai, P., Allinovi, M., Hayes, W. & Achim, A., 3 Nov 2016, 2016 IEEE International Ultrasonics Symposium, IUS 2016. IEEE Computer Society, Vol. 2016 November. 7728620

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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14 Citations (Scopus)

551 Downloads (Pure)

Better than ℓ0 recovery via blind identification

Porter, R. J., Tadic, V. & Achim, A., 23 Feb 2016, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015: Proceedings of a meeting held 14-16 December 2015, in Orlando, FL, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 1280-1284 5 p. 7418404

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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456 Downloads (Pure)

Energy efficient video fusion with heterogeneous CPU-FPGA devices

Sun, P., Achim, A., Hasler, I., Hill, P. & Nunez-Yanez, J., Jun 2016, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE 2016): Proceedings of a meeting held 14-18 March 2016, Dresden, Germany. Institute of Electrical and Electronics Engineers (IEEE), p. 1399-1404 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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2 Citations (Scopus)

289 Downloads (Pure)

RJMCMC-based tracking of vesicles in fluorescence time-lapse microscopy

Nam, D. C., Arkill, K., Eales, R., Hodgson, L., Verkade, P. & Achim, A., Mar 2016, 2015 23rd European Signal Processing Conference (EUSIPCO). Institute of Electrical and Electronics Engineers (IEEE), p. 2801-2805 5 p. 7362895. (Proceedings of the European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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1 Citation (Scopus)

315 Downloads (Pure)

Superpixel-based statistical anomaly detection for sense and avoid

Pappas, O. A., Achim, A. M. & Bull, D., Jan 2016, 2015 IEEE International Conference on Image Processing (ICIP 2015): Proceedings of a meeting held 27-30 September 2015, Quebec City, Quebec, Canada. Institute of Electrical and Electronics Engineers (IEEE), p. 2229-2233 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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2 Citations (Scopus)

432 Downloads (Pure)

Ultrasound image reconstruction from compressed measurements using approximate message passing

Kim, J. H., Basarab, A., Hill, P. R., Bull, D. R., Kouamé, D. & Achim, A., 1 Dec 2016, 2016 24th European Signal Processing Conference, EUSIPCO 2016. Institute of Electrical and Electronics Engineers (IEEE), p. 557-561 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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7 Citations (Scopus)

366 Downloads (Pure)

2015

Blind separation of sources with finite rate of innovation

Porter, R. J., Tadic, V. & Achim, A., Jan 2015, 2014 Proceedings of the 22nd European Signal Processing Conference (EUSIPCO 2014): Proceedings of a meeting held 1-5 September 2014, Lisbon, Portugal. Institute of Electrical and Electronics Engineers (IEEE), p. 136-140 5 p. (Proceedings of the European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

3 Citations (Scopus)

Reconstruction of compressively sensed ultrasound RF echoes by exploiting non-Gaussianity and temporal structure

Porter, R., Tadic, V. & Achim, A., 9 Dec 2015, 2015 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), Vol. 2015-December. p. 6-10 5 p. 7350748

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

2014

A novel 2D and 3D method for automated insulin granule measurement and its application in assessing accepted preparation methods for electron microscopy

Mantell, J., Nam, D., Bull, D., Achim, A. & Verkade, P., 1 Jan 2014, Journal of Physics: Conference Series. Vol. 522.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Medical ultrasound image reconstruction using compressive sampling and l_ρ-norm minimization

Basarab, A., Achim, A. & Kouamé, D., 1 Jan 2014, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Society of Photo-Optical Instrumentation Engineers (SPIE), Vol. 9040. 90401H

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

8 Citations (Scopus)

2013

Adaptive-weighted bilateral filtering for optical coherence tomography

Anantrasirichai, N., Nicholson, L., Morgan, J. E., Erchova, I. & Achim, A., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 1110-1114 5 p. 6738229

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

8 Citations (Scopus)

Approximate alpha-stable Markov Random Fields for video super-resolution

Chen, J., Nunez-Yanez, J. & Achim, A., Jan 2013, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012) . Institute of Electrical and Electronics Engineers (IEEE), p. 2738-2742 5 p. (Proceedings of the European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Curvelet domain image fusion of OCT and fundus imagery using convolution of Meridian distributions

Pappas, O. A., Anantrasirichai, N., Nicholson, L. B., Morgan, J. E., Erchova, I. & Achim, A. M., 2013, Image Processing (ICIP), 2013 20th IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 1423-1427

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Curvelet fusion of panchromatic and SAR satellite imagery using fractional lower order moments

Pappas, O. A., Achim, A. M. & Bull, D., 2013, Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 342-346

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

4 Citations (Scopus)

Gaze Location Prediction For Broadcast Football Video Using Bayesian Integration Of Low Level Features And Top-Down Cues

Cheng, Q., Agrafiotis, D., Achim, A. M. & Bull, D., 2013, ICIP 2013. Melbourne, Australia

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2 Citations (Scopus)

Image denoising using dual tree statistical models for complex wavelet transform coefficient magnitudes

Hill, P. R., Achim, A., Bull, D. R. & Al-Mualla, M. E., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 88-92 5 p. 6738019

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations

Tzagkarakis, G., Achim, A., Tsakalides, P. & Starck, J. L., 22 Aug 2013, Proceedings - International Symposium on Biomedical Imaging. p. 632-635 4 p. 6556554

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

15 Citations (Scopus)

Scalable video fusion

Hill, P. R., Achim, A. & Bull, D. R., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 1277-1281 5 p. 6738263

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2 Citations (Scopus)

Segmentation and analysis of insulin granule membranes in beta islet cell electron micrographs

Nam, D. C., Mantell, J., Bull, D. R., Verkade, P. & Achim, A., Jan 2013, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012) . Institute of Electrical and Electronics Engineers (IEEE), p. 2228-2232 5 p. (Proceedings of the European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

3 Citations (Scopus)

SVM-based texture classification in optical coherence tomography

Anantrasirichai, N., Achim, A. M., Morgan, J., Erchova, I. & Nicholson, L. B., 2013, IEEE International Symposium on Biomedical Imaging. 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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74 Citations (Scopus)

480 Downloads (Pure)

Video super-resolution using low rank matrix completion

Chen, J., Nunez-Yanez, J. & Achim, A., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 1376-1380 5 p. 6738283

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

4 Citations (Scopus)

2012

Active contour based segmentation for insulin granule cores in electron micrographs of beta islet cells

Nam, D. C., Mantell, J., Bull, D. R., Verkade, P. & Achim, A., 1 Dec 2012, IEEE International Conference of the Engineering in Medicine and Biology Society. p. 5339-5342 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

2 Citations (Scopus)

A novel decision fusion approach to improving classification accuracy of hyperspectral images

Tunc Gormus, E., Canagarajah, N. & Achim, A., 1 Dec 2012, International Geoscience and Remote Sensing Symposium (IGARSS). p. 4158-4161 4 p. 6351696

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Gaze Location Prediction in Broadcast Football Video

Cheng, Q., Agrafiotis, D., Achim, A. & Bull, D., 13 Jan 2012, IEEE International Conference on Consumer Electronics, Las Vegas USA.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

1 Citation (Scopus)

Mitigating the effects of atmospheric distortion using DT-CWT fusion

Anantrasirichai, N., Achim, A. M., Bull, D. & Kingsbury, N., 2012, IEEE International Conference on Image Processing. p. 3033 3036 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access

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12 Citations (Scopus)

484 Downloads (Pure)

The Undecimated Dual Tree Complex Wavelet Transform and its application to bivariate image denoising using a Cauchy model

Hill, P., Achim, A. & Bull, D., 1 Dec 2012, Proceedings - International Conference on Image Processing, ICIP. p. 1205-1208 4 p. 6467082

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

24 Citations (Scopus)

2011

Design of a Vehicle-to-Vehicle Collision Avoidance System for a Personal Rapid Transit Application

Peters, A., Ross-Martin, T., May, J. & Achim, A., 12 Jul 2011, IEEE International Conference on Vehicular Electronics and Safety (ICVES’11), Beijing, China.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Dimensionality Reduction of Hyperspectral Images with Wavelet-Based Empirical Mode Decomposition

Tunc, E., Canagarajah, N. & Achim, A., Sept 2011, 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium. p. 1745 - 1748 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

7 Citations (Scopus)

Professor Alin Achim

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