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Some of my articles are available online (see below or the academia.edu website).

Overview

• Papers in international journals
• Book chapters
• Patents
• Talks
• Papers in international conferences
• Papers in national conferences

Papers in international journals

• J. Peck and B. Goossens, "Robust width: A lightweight and certifiable adversarial defense", May 2024 (ArXiv pre-print).
• J. Peck, B. Goossens and Y. Saeys, "An introduction to adversarially robust deep learning", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 46 Issue 4, April 2024.
• M. Nourazar, B.G. Booth and B. Goossens, "A GPU Optimization Workflow for Real-time Execution of Ultra-high Frame Rate Computer Vision Applications", Journal of Real-time Image Processing, Springer, 21(5), 2024.
• Y. Liu, Y. Fu, M. Qin, Y. Xu, K. Liu, F. Chen, W. Tao, M. Vlaminck, B. Goossens, P.Z.H. Sun and H. Zhao, "Standard Datasets for Autonomous Navigation and Mapping: A Full-Stack Construction Methodology," IEEE Transactions on Intelligent Vehicles, 2024.
• Y. Liu, Y. Fu, M. Qin, Y. Xu, B. Xu, F. Chen, B. Goossens, H. Yu, C. Liu, L. Chen, W. Tao, and H. Zhao, "BotanicGarden: A high-quality and large-scale robot navigation dataset in challenging natural environments", IEEE Robotics and Automation Letters, 9(3), 2024. (github, arxiv).
• P. Heyer-Wollenberg, C. Lyu, Lj. Jovanov, B. Goossens and W. Philips, "Improving Turn Movement Count using Cooperative Feedback", MDPI Sensors, 23(24), Dec 2023.
• D. Velasco-Montero, B. Goossens, J. Fernandez-Berni, A. Rodriguez-Vazquez and W. Philips, "A pipelining-based heterogeneous scheduling and energy-throughput optimization scheme for CNNs leveraging Apache TVM", IEEE Access, Vol. 11, 2023, p. 35007-35021.
• M. Nourazar and B. Goossens, "Accelerating Iterative CT Reconstruction Algorithms using Tensor Cores, " Journal of Real-Time Image Processing, Springer, Vol. 18, 2021, p.1979–1991.
• J. Roels, F. Vernaillen, A. Kremer, A. Gonçalves, J. Aelterman, H. Q. Luong, B. Goossens, W. Philips, S. Lippens and Y. Saeys, "DenoisEM: An Interactive ImageJ Plugin for Semi-automated Image Denoising in Electron Microscopy," Nature Communications, 11, nr 771, Feb 2020.
• J. Peck, B. Goossens and Y. Saeys, "Detecting Adversarial Manipulation using Inductive Venn-ABERS Predictors," Neurocomputing, vol. 416, 2019, p.202-217.
• B. Goossens, D. Labate and B. Bodmann, "Robust and Stable Region-Of-Interest CT Reconstruction by Sparsity Inducing Convex Optimization," Inverse Problems and Imaging, 14 (2), p. 291-316, April 2020. Preprint
• T. Faict, E. H. D'Hollander and B. Goossens, "Mapping a Guided Image Filter on a Reconfigurable Architecture using OpenCL.", Algorithms 12(8), Special Issue on "High Performance Reconfigurable Computing" (2019).
• V. Avramelos, R. Verhack, I. Saenen, G. Van Wallendael, B. Goossens and P. Lambert, “Highly Parallel Steered Mixture-of-Experts Rendering at Pixel-Level for Image and Light Field Data,” Journal of Real-Time Image Processing (2018): 1-17.
• X. Qu, J. Yang, L. Platisa, A. Kumcu, D. Ai, B. Goossens, T. Bai, Y. Wang, J. Sui, K. Deblaere and W. Philips, "Multiple Classifier Fusion and Optimization for Automatic Focal Cortical Dysplasia Detection on Magnetic Resonance Image," IEEE Access, Vol. 6, 2018, p.73786-73801.
• B. Goossens, "Dataflow Management, Dynamic Load Balancing and Concurrent Processing for Real-time Embedded Vision Applications using Quasar," International Journal of Circuit Theory and Applications, Special Issue of Computational Image Sensors and Smart Camera Hardware, Aug. 2018 p1-23.
• S. Donné, B. Goossens and W. Philips, "Constrained Camera Location Estimation in Multi-Image Stereomatching," Sensors, Vol. 17, No. 9, 2017, p. 1939(1-15).
• M. Adnadjevic, B. Goossens and D. Botteldooren, "On the array configuration and accuracy of remote in-ear level sensing for in-vehicle noise control applications, " Elsevier Applied Acoustics, vol. 129, 2018, p.229-238.
• S. Donné, J. De Vylder, B. Goossens and W. Philips, "MATE: Machine Learning for Adaptive Calibration Template Detection," Sensors, 2016, Vol. 16, No. 11, p. 1858 (1-16).
• A. Wunderlich, B. Goossens and C. Abbey, "Optimal joint detection and estimation that maximizes ROC-type curves," IEEE Transactions on Medical Imaging, 2016, Vol. 35, No. 9, p.2164-2173.
• C. Zuo, L. Jovanov, B. Goossens, H.Q. Luong, W. Philips, Y. Liu and M. Zhang, "Image Denoising Using Quadtree-Based Nonlocal Means With Locally Adaptive Principal Component Analysis," IEEE Signal Processing Letters, Vol.23, no.4, April 2016.
• I. Despotovic, B. Goossens and W. Philips, "MRI segmentation of the human brain: challenges, methods and applications, " Computational and Mathematical Methods in Medicine, vol. 2015, Article ID 450341, 23 pages (2015).
• A. Wunderlich and B. Goossens, "Nonparametric EROC analysis for performance evaluation on combined detection and estimation tasks," Journal of Medical Imaging (Special Session on Pioneers in Medical Imaging: Honoring the Memory of Robert F. Wagner), Vol. 1, no. 3, p. 031002-(1-8), Oct. 2014.
• J. Aelterman, M. Naeyaert, S. Gutierrez, H. Luong, B. Goossens, A. Pizurica and W. Philips, "Automatic high-bandwidth calibration and reconstruction of arbitrarily sampled parallel MRI," PLOS One, Vol. 9, no. 6, June 2014, p. e98937 (1-16).
• L. Zhang, B. Goossens, C. Cavaro-Ménard, P. Le Callet and Di Ge, "A channelized Joint Observer (CJO) for the detection and estimation of signals with unknown amplitude, orientation and size", Journal of the Optical Society of America A (JOSA A), 2013, Vol 30, p. 2422-2432.
• B. Vandeghinste, B. Goossens, R. Van Holen, C. Vanhove, A. Pizurica, S. Vandenberghe and S. Staelens, "Iterative CT reconstruction using shearlet-based regularization", IEEE Trans. Nuclear Science, 2013, vol. 60, p. 3305--3317.
• J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "Computationally efficient Locally Adaptive Demosaicing of Color Filter Array Images using the Dual-Tree Complex Wavelet Packet Transform, " PLOS One, Vol. 8 No. 5, p.1-18, 2013.
• B. Goossens, H. Q. Luong, J. Aelterman, A. Pizurica and W. Philips, "Realistic Camera Noise Modeling with Application to Improved HDR Synthesis, " EURASIP Journal on Advances in Signal Processing, 171, p.1-28, 2012.
• D. Babin, A. Pizurica, R. Bellens, J. De Bock, Y. Shang, B. Goossens, E. Vansteenkiste, and W. Philips, "Generalized Pixel Profiling and Comparative Segmentation with Application to Arteriovenous Malformation Segmentation", Medical Image Analysis, 16(5), p.991-1002, 2012.
• H. Q. Luong, B. Goossens, A. Pizurica and W. Philips, "Total Least Square Kernel Regression," Elsevier Journal of Visual Communication and Image Representation, Vol. 32, p. 94-99, 2012.
• H. Q. Luong, B. Goossens, A. Pizurica and W. Philips, "Joint Photometric and Geometric Image Registration in the Total Least Square Sense", Pattern Recognition Letters, Vol. 32, p. 2061--2067, 2011.
• J. Aelterman, H. Q. Luong, B. Goossens, A. Pizurica and W. Philips, "Augmented Lagrangian based Reconstruction of non-uniformly sub-Nyquist sampled MRI data, " in Elsevier Signal Processing, Advances in Multirate Filter Bank Structures and Multiscale Representations, vol. 91, nr. 12, pp. 2731-2742, 2011.
• Lj. Platisa, B. Goossens, E. Vansteenkiste, S. Park, B. D. Gallas, A. Badano and W. Philips, "Channelized Hotelling observers for the assessment of volumetric imaging data sets, " Journal of the Optical Society of America A (JOSA A), 28(6), p. 1145-1163, 2011.
• B. Goossens, J. Aelterman, A. Pizurica and W. Philips, "A Recursive Scheme for Computing Autocovariance Functions of Decimated Complex Wavelet Subbands, " IEEE Transactions on Signal Processing, vol 58 (7), p. 3907--3912, 2010.
• B. Goossens, A. Pizurica and W. Philips, "Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures," in IEEE Transactions on Image Processing, vol 18 (7), p. 1689--1702, august 2009.
• B. Goossens, A. Pizurica and W. Philips, "Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain," in IEEE Transactions on Image Processing, vol 18 (6), p.1153--1165, june 2009.

Book chapters

• J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "Suppression of Correlated Noise", in Recent Advances in Signal Processing, IN-TECH 2009, ISBN 978-953-307-002-5, p. 211-236.
• F. Rooms, B. Goossens, A. Pizurica and W. Philips, "Image restoration and application in biomedical processing," in Optical and Digital Image Processing, Eds. G. Cristobal, P. Schelkens and H. Thienport, Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, ISBN 978-3-527-40956-3, p. 571--591. [publisher website]
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Wavelet-Based Analysis and Estimation of Colored Noise," in Discrete Wavelet Transforms - Algorithms and Applications, H. Olkkonen (Ed.), INTECH 2011, ISBN: 978-953-307-482-5, p. 255-280

Patents

• B. Goossens, A. Pizurica and W. Philips, "A method and device for estimating noise in a reconstructed image", European Patent, EP 10004848.7, filed on May 7, 2010.
• B. Goossens, "Program execution on heterogeneous platform," WO patent 2015150342, March 2014. Also filed in the USA, US11243816B2.

Talks

• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Solving Realistic Image Restoration and Reconstruction Problems Through Shearlet-based L1-Regularization, " BIRS workshop on Sampling and reconstruction, Nov. 28-Dec. 3, 2010, Banff, Alberta, Canada.
• B. Goossens, S.A. Orjuela, H. Luong, J. Aelterman, A. Pizurica and W. Philips, "The discrete shearlet transform: a sparse and low-redundant image representation tool, " XV Simposio de Tratamiento de Señales, Imágenes y Visión Artificial (STSIVA2010), Sept. 8-10, 2010, Bogotá, Colombia (presented by S.A. Orjuela).
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Solving Various Problems In Image Restoration Through Shearlet-based Regularization, " in Sparsity and Modern Mathematical Methods for High Dimensional Data workshop, Brussels, April 6-10, 2010 (presented by me).
• A. Pizurica and B. Goossens, "On spatial priors in multiresolution image denoising: from local spatial activity indicators to MRF and MPGSM models, " Approximation and Optimization in Image Restoration and Reconstruction symposium, Ile de Porquerolles, France, June 8-12, 2009 (presented by A. Pizurica)
• B. Goossens, "Quasar, a high-level language and a development environment to reduce the complexity of heterogeneous programming of CPUs and GPUs", at the Flemish Supercomputer User day (VSC2017), June 2, 2017, Brussels, Belgium [slides PDF].

Papers in international conferences

2024

• C. Lyu, Mohsen Nourazar and Bart Goossens, "Predicting Inference Time and Energy Consumption in Deep Learning using MLPs," 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2024), Oct. 30-Nov. 2, 2024, Kaifeng, Henan, China.

2023

• Kumcu, A., Platisa, Lj., Goossens, B., Gislason-Lee, A.J., Davies, A.G., Schouten, G., Buytaert, D., Bacher, K. and Philips, W. "A visibility overshoot index for interventional x-ray image quality assessment," SPIE Medical Imaging, 2023

2021

• Munir, A., Lyu, C., Goossens, B., Philips, W., & Micheloni, C. (2021). Resolution based Feature Distillation for Cross Resolution Person Re-Identification. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 281-289).
• Lyu, C., Heyer Wollenberg, P., Munir, A., Platisa, L., Micheloni, C., Goossens, B., & Philips, W. (2021). Visible-thermal pedestrian detection via unsupervised transfer learning. In International Conference on Innovation in Artificial Intelligence (ICIAI 2021), Proceedings. Xiamen, China: Association for Computing Machinery (ACM).

2020

• C. Lyu, P. Heyer Wollenberg, L. Platiša, B. Goossens, P. Veelaert, W. Philips, "Clip-level Feature Aggregation: A Key Factor for Video-based Person Re-Identification", in Advanced Concepts for Intelligent Vision Systems (ACIVS), 2020 (Accepted)
• U. Özbulak, J. Peck, W. De Neve, B. Goossens, Y. Saeys and A. Van Messem, "Regional image perturbation reduces Lp norms of adversarial examples while maintaining model-to-model transferability, " in (2020) the 37th International Conference on Machine Learning (ICML 2020).

2019

• J. Peck, B. Goossens, Y. Saeys, "Calibrated Multi-Probabilistic Prediction as a Defense against Adversarial Attacks," BNIAC 2019, Nov. 6-8, Brussels, Belgium.
• B. Goossens, H. Luong, W. Philips, "Wavelet/shearlet hybridized neural networks for biomedical image restoration", SPIE optics & photonics, Wavelets and Sparsity XVIII, Aug. 11-15, San Diego, CA, USA.
• P. Heyer Wollenberg, C. Lyu, L. Platiša, B. Goossens, W. Philips, "Software architecture for cooperative sensing", in Workshop on Architectures of Smart Cameras, 2019 (Accepted).
• J. Peck, B. Goossens, Y. Saeys, "Detecting Adversarial Examples with Inductive Venn-ABERS Predictors", European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges (Belgium), 24 - 26 April 2019, p.143-148.

2018

• B. Goossens, H. Luong, J. Aelterman and W. Philips, “Quasar, a High-level Programming Language and Development Environment for Designing Smart Vision Systems on Embedded Platforms”, Designing Autonomous Systems Day at DATE 2018, Special session on “Smart Vision systems”, March 19-23, 2018, Dresden, Germany, p.1316-1321. Slides

2017

• S. Donné, L. Meeus, H. Luong, B. Goossens and W. Philips, "Exploiting Reflectional and Rotational Invariance in Single Image Superresolution," Proc. Int Conf. on Computer Vision and Pattern Recognition (CVPR NTIRE17), July 21-26, 2017, Honolulu, Hawaii, p.1043-1049.
• B. Goossens, H. Luong and W. Philips, "GASPACHO: a Generic Automatic Solver using Proximal Algorithms for Convex Huge Optimization problems," Wavelets and Sparsity XVII, SPIE Optics & Photonics 2017, Aug. 6-10, 2017, San Diego, CA, USA.
• M. Dimitrievski, B. Goossens, P. Veelaert and W. Philips, "High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional network," Applications of Digital Image Processing XL, SPIE Optics & Photonics 2017, Aug. 7-10, 2017, San Diego, CA, USA, p. 104100H (9 pages).
• S. Donné, H. Luong, Stijn Dhondt, Nathalie Wuyts, Dirk Inzé, B. Goossens and W. Philips, "Robust plane-based calibration for linear cameras," Proc. IEEE Int. Conf Image Processing 2017 (ICIP2017), Sept. 17-20, Beijing, China, p.36-39.
• J. Peck, J. Roels, B. Goossens and Y. Saeys, "Lower bounds on the robustness to adversarial perturbations," The Thirty-first Annual Conference on Neural Information Processing Systems 2017 (NIPS 2017), Long Beach, CA, USA, p.804-813.

2016

• I. Shopovska, Lj. Jovanov, B. Goossens and W. Philips, "HDR video synthesis for vision systems in dynamic scenes," SPIE Optics & Photonics, Applications of Digital Image Processing XXXIX, Aug. 29-Sep. 1, 2016, San Diego, CA, USA.
• J. De Vylder, D. Van Haerenborgh, J. Roels and B. Goossens, "Quasar tutorial: High-level programming of Heterogeneous Hardware," HiPEAC 2016, Jan. 18-20, 2016, Prague.
• J. De Vylder, S. Donné, D. Van Haerenborgh and B. Goossens, "Real-time Machine Vision with GPU-acceleration using Quasar," IS&T Electronic Imaging, Feb. 14-18, 2016, San Francisco, CA, USA.
• B. Goossens, S. Donné, J. Aelterman, J. De Vylder, D. Van Haerenborgh and W. Philips, "Real-time depth estimation and view interpolation using Quasar," IS&T Electronic Imaging, Feb. 14-18, 2016, San Francisco, CA, USA.
• D. Van Haerenborgh, J. De Vylder and B. Goossens, "Quasar : rapid prototyping for image/video processing on heterogeneous hardware," Int. Conf. Acoust. Speech and Signal Proc. (ICASSP), Mar. 20-25, 2016, Shanghai, China.
• J. De Vylder and B. Goossens, "Quasar: A Programming Framework for Rapid Prototyping, " GPU technology conference, April 4-7, San José, CA, USA.
• J. De Vylder, J. Aelterman and B. Goossens, "GPU Accelerated Compressive Sensing in MRI, " GPU technology conference, April 4-7, San José, CA, USA.
• J. Roels, J. De Vylder, Y. Saeys, B. Goossens and W. Philips, "Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU," Proceedings of Advanced Concepts in Intelligent Vision Systems (ACIVS 2016), Oct. 21-24, 2016, Lecce, Italy, p.147-159.
• S. Donné, B. Goossens, S. Dhondt, N. Wuyts, H. Luong, D. Inzé and W. Philips, "GPU-based maize plant analysis: accelerating CNN segmentation and voxel carving," NVIDIA European GPU Technology Conference (GTC), Sept. 28-29, 2016, Amsterdam, the Netherlands.

2015

• X. Qu, Lj. Platisa, B. Goossens, T. Bai, K. Deblaere and W. Philips, "Computer aided FCD lesion detection based on T1 MRI data, " Medical Image Perception Conference XVI, June 3-5, Ghent, Belgium, p. 41.
• A. Kumcu, B.O. Jaramillo, Lj. Platisa, B. Goossens and W. Philips, "Interventional X-ray quality measure based on a psychovisual detectability model, " Medical Image Perception Conference XVI, June 3-5, Ghent, Belgium, p. 37.
• B. Goossens, H. Luong, J. Aelterman, A. Pizurica and W. Philips, "An overview of state-of-the-art denoising and demosaicking techniques: toward a unified framework for handling artifacts during image reconstruction, " Image Sensor Workshop, June 8-11, 2015, Vaals, The Netherlands.
• T.A. Bubba, D. Labate, G. Zanghirati, S. Bonettini and B. Goossens, "Shearlet-based regularized ROI reconstruction in fan beam computed tomography, " Proc SPIE Optics & Photonics, Wavelets And Applications XVI, San Diego, Aug. 10-12, 2015, Vol 9597, p. 95970K.
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips "Shearlet-domain Task-driven Post-processing and Filtering of CT noise, " SPIE Optics & Photonics, Wavelets And Applications XVI, San Diego, Aug. 10-12, 2015, Vol 9597, p. 95970I.
• J. Li, B. Goossens, M. Slembrouck, F. Deboeverie, P. Veelaert, H. Aghajan, W. Philips, José R. Casar, "Demo: A New 360-degree Immersive Game Controller", in Ninth International Conference on Distributed Smart Cameras (ICDSC 2015), Seville, Spain, Sept. 8-11, 2015, p. 201-202.
• B. Goossens, J. De Vylder, S. Donné and W. Philips, "Demo: Quasar - a New Programming Framework for Real-Time Image/Video Processing on GPU and CPU," in Ninth International Conference on Distributed Smart Cameras (ICDSC 2015), Seville, Spain, Sept. 8-11, 2015, p. 205-206.
• S. Donné, B. Goossens, J. Aelterman and W. Philips, "Variational Multi-image stereo matching, " IEEE Int. Conf. Image Processing (ICIP), Sept. 27-30, 2015, Québec City, Canada, p. 897-901.
• C. Zuo, L. Jovanov, H. Luong, B. Goossens, W. Philips, Y. Liu, M. Zhang, "Rotation Invariant Similarity Measure for Non-Local Self-Similarity Based Image Denoising", In IEEE International Conference on Image Processing ICIP, Sept. 27-30, 2015, Québec City, Canada, p. 1618-1622.
• S. Donné, J. Aelterman, B. Goossens and W. Philips, "Fast and Robust Variational Optical Flow for High-Resolution Images using SLIC Superpixels", Advanced Concepts in Intelligent Vision Systems (ACIVS 2015), Oct. 26-29, 2015, Catania, Italy, p. 205-216.
• S. Donné, B. Goossens, W. Philips, "Point triangulation through polyhedron collapse using the l∞ norm," in International Conference on Computer Vision (ICCV 2015), December 13-16, 2015, Santiago, Chili, p. 792-800.

2014

• A. Wunderlich and B. Goossens, "Nonparametric EROC analysis for observer performance evaluation on joint detection and estimation tasks," Proc SPIE Medical Imaging 2014, San Diego, CA, Feb. 15-20, p. 90370F (7 pages)
• S. Donné, L. Jovanov, B. Goossens, W. Philips and A. Pizurica, "Online non-rigid structure-from-motion based on a keyframe representation of history," Proceedings of the 9th International Conference on Computer Vision Theory and Applications, 2014, Lisbon, Portugal, Jan. 5-8, p. 723-731.
• J. Aelterman, J. De Vylder, H. Luong, S. Lippens, Y. Saeys, B. Goossens and W. Philips, "The image processing revolution: the next step in electron microscopy," 3View Users Group Meeting and Symposium, Mar. 12, 2014, Gent, Belgium.
• B. Goossens, J. De Vylder and W. Philips, "Quasar - a New Heterogeneous Programming Framework for Image and Video Processing Algorithms on CPU and GPU, " IEEE Int. Conf. on Image Processing (ICIP2014), Oct. 27-30, 2014, Paris, France, p. 2183-2185.
• A. Kumcu, B.O. Jaramillo, Lj. Platisa, B. Goossens, W. Philips and R. Hofsink, "Image quality assessment demo: industry: Interuniversity and Cross domain collaboration in practice, " The European Nanoelectrics Forum, Nov. 26-27, 2014, Cannes, France.

2013

• M. Vlaminck, L. Jovanov, P. Van Hese, B. Goossens, W. Philips and A. Pizurica, "Obstacle detection for pedestrians with a visual impairment based on 3D imaging," Proceedings of 2013 Int. Conf. on Imaging, Liège, Belgium, Dec. 3-6, 2013.
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Complex wavelet Joint Denoising and Demosaicing using Gaussian Scale Mixtures," IEEE Int Conf on Image Processing, Melbourne, Australia, Sept. 15-18, 2013, p. 445-448.
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "A split-augmented Lagrangian Algorithm for Spectral Factorization of a set of 2D Directional Filters and Application to the Design of Compact Shearlet Frames," SPIE Optics & Photonics, Wavelets And Applications XV, San Diego, Aug. 25-29, 2013, p. 86730J.1-12.
• W. Liao, B. Goossens, J. Aelterman, H. Luong, A. Pižurica, N. Wouters, W. Saeys, W. Philips, "Hyperspectral image deblurring with PCA and total variation", In 5th workshop on hyperspectral image and signal processing: evolution in remote sensing (WHISPERS 2013), Florida, US, June 25-28, 2013.
• B. Goossens, H. Luong, Lj. Platisa and W. Philips, "Objectively Measuring Signal Detectability, Contrast, Blur and Noise in Medical Images using Channelized Joint Observers", SPIE Medical Imaging, Orlando, FL, USA, Feb. 9-14, 2013.
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Bayesian Demosaicing using Gaussian Scale Mixture Priors with Local Adaptivity in the Dual Tree Complex Wavelet Packet Transform Domain," SPIE Electronic Imaging, Burlingame, CA, Usa, Feb. 3-7, 2013, p865704-865708.

2012

• H. Luong, B. Goossens, J. Aelterman, A. Pizurica and W. Philips, "A Primal-Dual Algorithm for Joint Demosaicking and Deconvolution," IEEE Int. Conf. Image Processing (ICIP 2012), Sep. 30 - Oct. 3, 2012, Orlando, Florida, USA, p.2801-2804.
• J. Aelterman, B. Goossens, H. Luong, J. De Vylder, A. Pizurica and W. Philips, "Combined Non-local and Multi-resolution Sparsity Prior in Image Restoration," IEEE Int. Conf. Image Processing (ICIP 2012), Sep. 30 - Oct. 3, 2012, Orlando, Florida, USA, p. 3049-3052.
• H. Luong, B. Goossens, J. Aelterman, Lj. Platisa and W. Philips, "On the Evaluation of K-Space Trajectories for Under-Sampled MR Acquisition," Fourth International Workshop on Quality of Multimedia Experience (QoMEX2012), Jul. 5-7, 2012, Yarra Valley, Australia, p.25-26.
• B. Goossens, H. Luong, Lj. Platisa and W. Philips, "Optimizing Image Quality using Test Signals: Trading off Blur, Noise and Contrast, " Fourth International Workshop on Quality of Multimedia Experience (QoMEX2012), Jul. 5-7, 2012, Yarra Valley, Australia, p.260-265.
• B. Vandeghinste, B. Goossens, R. Van Holen and C. Van Hove, "Combined shearlet and TV regularization in sparse-view CT reconstruction," 2nd Int. Meeting on image formation in X-ray Computed Tomography, Jun. 24-27, Utah, USA.
• B. Vandeghinste, B. Goossens, J. De Beenhouwer, A. Pizurica, S. Vandenberghe and S. Staelens, "Iterative CT reconstruction using shearlet-based regularization, " SPIE Medical Imaging 2012, Feb. 4-9, 2012, p. 83133I (7 pages)
• B. Goossens, Lj. Platisa and W. Philips, "Theoretical performance analysis of multi-slice channelized Hotelling observers, " SPIE Medical Imaging 2012, Feb. 4-9, 2012, p. 83180U (12 pages)
• J. Aelterman, S. Baete, H.Q. Luong, B. Goossens, A. Pižurica, W. Philips, "Artifact-free Resolution Enhancement using a Shearlet Sparsity Prior," in Proc. 20th Annual Meeting of International Society for Magnetic Resonance in Medicine Chapter (ISMRM), May 5-11, Melbourne, Australia, 2012.
• J. Aelterman, H. Luong, B. Goossens, A. Pižurica, W. Philips, "On Density Compensation in Bayesian k-Space Trajectory Optimization," in Proc. 20th Annual Meeting of International Society for Magnetic Resonance in Medicine Chapter (ISMRM), May 5-11, Melbourne, Australia, 2012.
• H. Luong, B. Goossens, J. Aelterman, A. Pizurica, W. Philips, "Color Image Restoration and Reconstruction," in Proc. International Traveling Workshop for Interacting Sparse Models and Technology (iTWIST), p. 31, May 9-11, Marseille, France, 2012.

2011

• A. Kumcu, Lj. Platisa, B. Goossens and W. Philips, "Visual Quality Assessment of H.264 and motion JPEG compressed laparoscopy video, " Annual Symposium IEEE Engineering in Medicine and Biology (EMBC) BENELUX, Dec. 1-2, Brussels, Belgium
• A. Kumcu, Lj. Platisa, B. Goossens and W. Philips, "Subjective and objective quality evaluation of compressed medical video sequences, " Third International Workshop on Quality of Multimedia Experience, Sept. 7-9, Mechelen, Belgium (abstract)
• B. Goossens, H. Luong, J. Aelterman, A. Pizurica and W. Philips, "Reconstruction of High Dynamic Range Images with Poisson Noise Modeling and integrated denoising, " IEEE Int. Conf. Image Processing (ICIP2011), Sept. 11-14, 2011, Brussels, Belgium, p. 3490-3493.
• A. Pizurica, J. Aelterman, F. Bai, S. Vanloocke, H. Luong, B. Goossens and W. Philips, "On structured sparsity and selected applications in tomographic imaging, " SPIE Optics & Photonics 2011, Wavelets and Sparsity XIV, Aug. 21-25, San Diego, CA, USA, p. 81381D (12 pages).
• B. Goossens, J. Aelterman, H. Luong, A. Pizurica and W. Philips, "Design of a Tight Frame of 2D Shearlets Based on a Fast Non-iterative Analysis and Synthesis Algorithm, " SPIE Optics & Photonics 2011, Wavelets and Sparsity XIV, Aug. 21-25, San Diego, CA, USA, p. 81381Q (13 pages).
• B. Goossens, H. Luong, J. Aelterman, A. Pizurica and W. Philips, "Efficient Multiscale and Multidirectional Representation of 3D Data using the 3D Discrete Shearlet Transform, " SPIE Optics & Photonics 2011, Wavelets and Sparsity XIV, Aug. 21-25, San Diego, CA, USA, p. 81381Z (13 pages).
• B. Vandeghinste, B. Goossens, J. De Beenhouwer, A. Pizurica, W. Philips, S. Vandenberghe and S. Staelens, "Split-Bregman-based sparse view CT reconstruction, " in Proc. of the 11th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, Jul. 11-15, 2011, Potsdam, Germany, p. 431-434.
• Lj. Platisa, C. Marchessoux, B. Goossens and W. Philips, "Performance evaluation of medical LCD displays using 3D channelized Hotelling observers, " SPIE Medical Imaging 2011, Feb. 12-17, Orlando, Florida, USA, p. 79660T (10 pages).

2010

• B. Goossens, H. Luong, J. Aelterman, A. Pizurica and W. Philips, "A GPU-accelerated real-time NLMeans algorithm for denoising color video sequences, " Int. Conf. Advanced Concepts for Intelligent Vision Systems (ACIVS 2010), Dec. 13-16, Sydney, Australia, p. 46-57.
• I. Despotovic, B. Goossens, E. Vansteenkiste and W. Philips, "An improved fuzzy clustering approach for image segmentation, " IEEE Int. Conf. on Image Processing 2010, Sept. 26-29, Hong Kong, China, p. 249-252.
• J. Aelterman, H. Luong, B. Goossens, A. Pizurica and W. Philips, "COMPASS: A Joint Framework for Parallel Imaging and Compressive Sensing in MRI, " IEEE Int. Conf. on Image Processing 2010, Sept. 26-29, Hong Kong, China, p. 1653-1656.
• H. Luong, B. Goossens, A. Pizurica and W. Philips, "Consistent Joint Photometric and Geometric Image Registration, " IEEE Int. Conf. on Image Processing 2010, Sept. 26-29, Hong Kong, China, p. 1197-1200.
• I. Despotovic, B. Goossens, E. Vansteenkiste and W. Philips, "MRI Brain Tissue Classification using Fuzzy C-Means Clustering with Spatial Information," in Proc. 2nd Annual Meeting of the Benelux International Society for Magnetic Resonance in Medicine Chapter (ISMRM), Jan. 18, 2010, Utrecht, the Netherlands.
• I. Despotovic, B. Goossens, E. Vansteenkiste and W. Philips, "T1- and T2-weighted Spatially Constrained Fuzzy C-Means Clustering for Brain MRI Segmentation," in Proc. SPIE Medical Imaging 2010, Feb. 13-18, San Diego, CA, USA, p. 76231V (9 pages)
• Lj. Platisa, B. Goossens, E. Vansteenkiste, A. Badano and W. Philips, "Using channelized Hotelling Observers to quantify the temporal effect of medical liquid crystal displays on the detection performance", in Proc. SPIE Medical Imaging 2010, Feb. 13-18, San Diego, CA, USA, p. 76270U (11 pages)
• B. Goossens, Lj. Platisa, E. Vansteenkiste and W. Philips, "The Use of Steerable Channels for Detecting Asymmetrical Signals with Random Orientations", in Proc. SPIE Medical Imaging 2010, Feb. 13-18, San Diego, CA, USA, 76270S (11 pages).

2009

• Lj. Platisa, B. Goossens, E. Vansteenkiste, A. Badano and W. Philips, "Channelized Hotelling Observers for Detection Tasks in Multi-Slice Images", in Medical Image Perception XIII, Oct. 18-21, 2009, Santa Barbara, CA, USA
• B. Goossens, J. Aelterman, H. Q. Luong, A. Pizurica and W. Philips, "Efficient Design of a Low Redundant Discrete Shearlet Transform, " in Proc. 2009 International Workshop on Local and Non-Local Approximation in Image Processing (LNLA2009), August 19-21, 2009, Tuusula, Finland (invited paper), p. 112-124
• B. Goossens, A. Pizurica and W. Philips, "A Filter Design Technique for Improving the Directional Selectivity of the First Scale of the Dual-Tree Complex Wavelet Transform," in Proc. of the IEEE Int. Conf. Image Processing (ICIP2009), Nov. 7-11, Cairo, Egypt, p. 3805-3808
• S. De Neve, B. Goossens, H. Luong and W. Philips, "An Improved HDR Image Synthesis Algorithm," in Proc. of the IEEE Int. Conf. Image Processing (ICIP2009), Nov. 7-11, Cairo, Egypt, p. 1545-1548
• Lj. Platisa, B. Goossens, E. Vansteenkiste, A. Badano and W. Philips, "Channelized Hotelling Observers for the Detection of 2D Signals in 3D Simulated Images," in Proc. of the IEEE Int. Conf. Image Processing (ICIP2009), Cairo, Egypt Nov. 7-11, p. 1781-1784
• Lj. Ilic, E. Vansteenkiste, B. Goossens, C. Marchessoux, T. Kimpe and W. Philips, "Optimization of medical imaging display systems: using the channelized Hotelling observer for detecting lung nodules - experimental study, " in SPIE Medical Imaging 2009, Florida, USA, Feb. 7-12, 2009, p. 72630P (11 pages).
• J. Aelterman, B. Goossens, H. Q. Luong, A. Pizurica and W. Philips, "Locally adaptive complex wavelet-based demosaicing for color filter array images, " in Electronic Imaging 2009, San Jose, CA, USA, 18-22 Jan. 2009, p. 72480J (12 pages).

2008

• T. Kimpe, C. Marchessoux, G. Spalla, B. Goossens, H. Hallez, E. Vansteenkiste, S. Staelens and W. Philips, "A Software Simulation Framework to Predict Clinical Performance of Medical Displays, " in Proceedings of the 15th International Display Workshops (IDW), Niigata, Japan, Dec. 3-5, 2008
• J. Aelterman, B. Goossens, K. Deblaere, A. Pizurica and W. Philips, "A 3D denoising algorithm for MRI volumes corrupted by correlated noise," Radiological Society of North America annual conference (RSNA2008), Chicago, Illinois, USA (received RSNA Education Exhibit award)
• H. Luong, E. Fieremans, K. Deblaere, J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "An in-plane MRI resolution enhancement technique," Radiological Society of North America annual conference (RSNA2008), Chicago, Illinois, USA
• I. Despotovic, B. Goossens, E. Vansteenkiste, A. Pizurica and W. Philips, "Using Phase Information in Ultrasound RF-Signals for Tissue Characterization, " in ProRISC 2008, Veldhoven, the Netherlands, Nov. 27-28, 2008 (received best Flash presentation award)
• B. Goossens, A. Pizurica, and W. Philips, "EM-Based Estimation of Spatially Variant Correlated Image Noise," IEEE International Conf. On Image Processing (ICIP), San Diego, California, USA, Oct. 2008 [abstract]
• B. Goossens, H.Q. Luong, A. Pizurica, W. Philips, "An improved non-local means algorithm for image denoising," in 2008 International Workshop on Local and Non-Local Approximation in Image Processing (LNLA2008), Lausanne, Switzerland, Aug. 25-29 (invited paper) (source code).
• J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "Removal of Correlated Rician Noise in Magnetic Resonance Imaging," in Proc. 16th European Signal Processing Conference (EUSIPCO), Lausanne, Switzerland, Aug 25-29 2008.
• A. Dauwe, B. Goossens, H.Q. Luong, W. Philips, "A Fast Non-Local Image Denoising Algorithm", in Proc. SPIE Electronic Imaging, San José, USA, January 27-31 2008.

2007

• B. Goossens, J. De Bock, A. Pizurica, W. Philips, "Low-Dose CT Image Denoising By Locally Adaptive Wavelet Domain Estimation," in Proc. IEEE Benelux Chapter on Engineering in Medicine and Biology (EMBS), 6-7 Dec 2007, Heeze, the Netherlands.
• C. Marchessoux, T. Kimpe, H. Hallez, B. Goossens, E. Vansteenkiste, T. Bert, S. Staelens, I. Lemahieu, W. Philips, "MEdical DIsplay Simulation Chain (MEDISIC): preliminary results," in Medical Image Perception Conference, Iowa City, IA, USA, Oct. 17-20, 2007.
• B. Goossens, A. Pizurica, and W. Philips, "Removal of Correlated Noise By Modeling Spatial Correlations and Interscale Dependencies in the Complex Wavelet Domain," IEEE International Conf. On Image Processing (ICIP), San Antonio, Texas, USA, 16-19 Sept. 2007.
• B. Goossens, A. Pizurica, and W. Philips, "Noise Removal from Images by Projecting onto Bases of Principal Components," in Int. Conf. Advanced Concepts for Intelligent Vision Systems, ACIVS 2007, 28-31 Aug. 2007, Delft, the Netherlands.
• H. Luong, B. Goossens, and W. Philips, "Image Upscaling Using Global Multimodal Priors," in Int. Conf. Advanced Concepts for Intelligent Vision Systems, ACIVS 2007, 28-31 Aug. 2007, Delft, the Netherlands.
• B. Goossens, A. Pizurica, and W. Philips, "Noise Reduction of Images with Correlated Noise in the Complex Wavelet Domain," in IEEE BENELUX/DSP Valley Signal Processing Symposium SPS-DARTS, 21-22 March 2007, Antwerp.
• N. Petrovic, V. Zlokolica, Lj. Jovanov, B. Goossens, A. Pizurica, and W. Philips, "Characterization of correlated noise in video sequences and its applications to noise removal", 3rd International Workshop on Video Processing and Quality Metrics for Consumer Electronics, Scottsdale, AR, USA, January 2007.

2006

• B. Goossens, A. Pizurica, W. Philips, "Wavelet domain image denoising for non-stationary noise and signal-dependent noise," IEEE Int. Conf. On Image Processing (ICIP), Atlanta, GA, USA, pp. 1425-1428, 8-11 Oct. 2006.
• B. Goossens, A. Pizurica, W. Philips, "Video denoising using motion-compensated lifting wavelet transform," Wavelets and Applications WAVE2006, Lausanne, Switzerland, 10-14 July 2006.

Papers in national conferences

• B. Goossens, T. Ruzic, H. Luong, A. Pizurica and W. Philips, "Adaptive Non-Local Means Filtering of Images corrupted by Colored Noise, " in Proc. 9th FirW Ph.D. Symposium, Ghent, Belgium, December 3, 2008
• J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "Complex Wavelet Based Demosaicing for use in Digital Still Cameras, " in Proc. 9th FirW Ph.D Symposium, Ghent, Belgium, December 3, 2008
• B. Goossens, H. Luong, A. Pizurica and W. Philips, "Space-variant characterization of Image Noise in Computed Tomography," Liège Imaging Days 2008, Liège, Belgium, Mar. 12-13
• J. Aelterman, B. Goossens, A. Pizurica and W. Philips, "Magnetic Resonance Imaging Restoration in the Presence of Correlated Noise," Liège Imaging Days 2008, Liège, Belgium, Mar. 12-13