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ETRO Publications

All 2018 / 2019 Publications

All ETRO 2018 / 2019 Publications by Category

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Journal Publications

D. Blinder, A. Ahar, S. Bettens, T. Birnbaum, A. Symeonidou, H. Ottevaere, C. Schretter and P. Schelkens, “Signal processing challenges for digital holographic video display systems,” Signal Processing: Image Communication, vol. 70, pp. 114-130, Feb. 2019.

J. Lemeire, B. da Silva Gomes, A. Braeken, J. G Cornelis and A. Touhafi, “Efficiency analysis methodology of FPGAs based on lost frequencies, area and cycles,” Journal of Parallel and Distributed Computing, vol. 113, pp. 204-217, Mar. 2018.

B. Cornelis, D. Blinder, B. Jansen, L. Lagae and P. Schelkens, “Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry,” Optics Express, vol. 26, no. 11, pp. 14329-14339, May. 2018.

B. Jansen, B. Bonnechère, V. Sholukha, L. Omelina and S. Van Sint Jan, “3D Analysis of Upper Limbs Motion during Rehabilitation Exercises Using the KinectTM Sensor: Development, Laboratory Validation and Clinical Application,” Sensors, vol. 18, no. 7, pp. 18, Jul. 2018.

D. Blinder and P. Schelkens, “Accelerated computer generated holography using sparse bases in the STFT domain,” Optics Express, vol. 26, no. 2, pp. 1461-1473, Jan. 2018.

D. Blinder, C. Schretter and P. Schelkens, “Global motion compensation for compressing holographic videos,” Optics Express, vol. 26, no. 20, pp. 25524-25533, Sep. 2018.

D. Blinder, C. Schretter, H. Ottevaere, A. Munteanu and P. Schelkens, “Unitary Transforms Using Time-Frequency Warping for Digital Holograms of Deep Scenes,” IEEE Transactions on Computational Imaging, vol. 4, no. 2, pp. 206-218, Mar. 2018.

M. Kuijk and V. Seliuchenko, “Partial reset HDR image sensor with improved fixed pattern noise performance,” Electronic Imaging, vol. 2018, pp. 422-1-422-6, Jan. 2018.

G. He and J. Stiens, “Enhanced terahertz absorption of graphene composite integrated with double circular metal ring array,” Plasmonics, vol. 13, no. 5, pp. 1705-1710, Oct. 2018.

G. He, J. Stiens, W. Shao and B. Wang, “Recursively Convolutional CFS-PML in Three-dimensional Laguerre-FDTD Scheme for Arbitrary Media,” IEEE Transactions on Microwave Theory and Techniques, vol. 66, no. 5, pp. 2070-2079, Feb. 2018.

C. Schretter, S. Bundervoet, D. Blinder, A. Dooms, J. D'Hooge and P. Schelkens, “Ultrasound Imaging From Sparse RF Samples Using System Point Spread Functions,” IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 65, no. 3, pp. 316-326, Mar. 2018.

B. da Silva Gomes, A. Braeken and A. Touhafi, “FPGA-Based Architectures for Acoustic Beamforming with Microphone Arrays: Trends, Challenges and Research Opportunities,” Computers, vol. 7, no. 41, pp. 1-30, Aug. 2018.

B. da Silva Gomes, A. Braeken, F. Dominguez and A. Touhafi, “Exploiting Partial Reconfiguration through PCIe for a Microphone Array Network Emulator,” International Journal of Reconfigurable Computing, vol. 2018, pp. 1-14, May. 2018.

E. Papavasileiou, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework,” Revista de Ingeniería Electrónica, Automática y Comunicaciones, vol. 39, no. 3, pp. 57-67, Oct. 2018.

M. Polfliet, S. Klein, W. Huizinga, M. M. Paulides, W. J. Niessen and J. Vandemeulebroucke, “Intrasubject multimodal groupwise registration with the conditional template entropy,” Medical Image Analysis, vol. 46, pp. 15-25, May. 2018.

M. Carlier, C. Manuel Garcia Algora, A. Braeken and K. Steenhaut, “Analysis of Internet Protocol based Multicast on Duty-cycled Wireless Sensor Networks,” IEEE Sensors Journal, vol. 18, no. 10, pp. 4317-4327, May. 2018.

A. Symeonidou, D. Blinder and P. Schelkens, “Colour computer-generated holography for point clouds utilizing the Phong illumination model,” Optics Express, vol. 26, no. 8, pp. 10282-10298, Apr. 2018.

A. Ahar, A. Barri and P. Schelkens, “From Sparse Coding Significance to Perceptual Quality: A New Approach for Image Quality Assessment,” IEEE Transactions on Image Processing, vol. 27, no. 2, pp. 879-893, 2018.

J. Ceranka, M. Polfliet, F. Lecouvet, N. Michoux, J. De Mey and J. Vandemeulebroucke, “Registration strategies for multi-modal whole-body MRI mosaicing,” Magnetic Resonance in Medicine, vol. 79, no. 3, pp. 1684–1695, Jan. 2018.

O. Mattia, D. Guermandi, G. Torfs and P. Wambacq, “Comparator hysteresis compensation for decision feedback equalizers,” Electronics Letters, Oct. 2018.

C. Manuel Garcia Algora, A. Reguera Vitalio and K. Steenhaut, “Evaluación experimental del protocolo IEEE 802.15.4 TSCH en una red 6TiSCH,” Revista de Ingeniería Electrónica, Automática y Comunicaciones, vol. 39, no. 2, pp. 70-78, 2018.

C. Manuel Garcia Algora, A. Reguera Vitalio, E. M. García Fernandéz and K. Steenhaut, “Parallel Rendezvous-Based Association for IEEE 802.15.4 TSCH Networks,” IEEE Sensors Journal, vol. 18, no. 21, pp. 9005-9020, Sep. 2018.

R. Zhong, I. Schiopu, B. Cornelis, S. Lu, J. Yuan and A. Munteanu, “Dictionary Learning-based, Directional and Optimized Prediction for Lenslet Image Coding,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 2018, pp. 14, Apr. 2018.

D. Nguyen, E. Tsiligianni and N. Deligiannis, “Learning Discrete Matrix Factorization Models,” IEEE Signal Processing Letters, vol. 25, no. 5, pp. 5, Apr. 2018.

H. Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer and A. Kaup, “Compressive online robust principal component analysis via n-L1 minimization,” IEEE Transactions on Image Processing, vol. 27, no. 9, pp. 4314 - 4329, 2018.

H. Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer and A. Kaup, “Sparse signal recovery with multiple prior information: algorithm and measurement bounds,” Signal Processing, pp. 417–428, 2018.

J. Yang, Y. Zhao and J. C-W Chan, “Hyperspectral and Multispectral Image Fusion via Deep Two-Branches Convolutional Neural Network,” Remote Sensing, 2018.

E. Cristofani, H. Van Luong, J. Stiens and N. Deligiannis, “Compressed sensing mm-wave SAR for non-destructive testing applications using multiple weighted side information,” Sensors (Switzerland), vol. 18, no. 6, pp. 17, Jun. 2018.

E. Cristofani, S. Lambot, J. Stiens and N. Deligiannis, “Random Subsampling and Data Preconditioning for Ground Penetrating Radars,” IEEE Access, vol. 2018, no. 04506, pp. 1-15, May. 2018.

S. Mahmoudpour and P. Schelkens, “Reduced-reference quality assessment of multiply-distorted images based on structural and uncertainty information degradation,” Journal of Visual Communication and Image Representation, vol. 57, pp. 125, Oct. 2018.

B. Bonnechère, B. Jansen, I. Haack, L. Omelina, S. Van Sint Jan and M. Pandolfo, “Automated functional upper limb evaluation of patients with Friedreich ataxia using serious games rehabilitation exercises,” Journal of NeuroEngineering and Rehabilitation, Sep. 2018.

B. Bonnechère, L. Omelina, K. Kostkova, S. Van Sint Jan and B. Jansen, “The end of active video games and the consequences for rehabilitation,” Physiotherapy Research International., Aug. 2018.

T. Frantz, B. Jansen, J. Duerinck and J. Vandemeulebroucke, “Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation,” Healthcare Technology Letters, vol. 5, no. 5, pp. 5, Oct. 2018.

I. Schiopu and A. Munteanu, “Residual-error prediction based on deep learning for lossless image compression,” Electronics Letters, vol. 54, no. 17, pp. 1032 - 1034, Aug. 2018.

B. Parvais, L. Peng, L. Teugels, E. Rosseel, A. Vandooren, J. Franco, A. Walke, V. Deshpande, F. M. Bufler, N. Rassoul, G. Hellings, G. Jamieson, F. Inoue, G. Verbinnen, E. Vecchio, T. Zheng, W. Vanherle, A. Hikavyy, B. T. Chan, R. Ritzenthaler, G. Besnard, W. Schwarzenbach, G. Gaudin, I. Radu, N. Waldron, V. De Heyn, D. Mocuta and N. Collaert, “3-D Sequential Stacked Planar Devices Featuring Low-Temperature Replacement Metal Gate Junctionless Top Devices With Improved Reliability,” IEEE Transactions on Electron Devices, 2018.

A. Schippers, B. Aben, Y. Griep and F. Van Overwalle, “Ultra-short term heart rate variability as a tool to assess changes in valence,” Psychiatry Research, vol. 270, pp. 517-522, 2018.

A. Veloso, P. Matagne, E. Simoen, B. Kaczer, G. Eneman, H. Mertens, D. Yakimets, B. Parvais and D. Mocuta, “Junctionless versus inversion-mode lateral semiconductor nanowire transistors,” Journal of Physics: Condensed Matter, vol. 30, no. 38, Sep. 2018.

B. Andries, J. Lemeire and A. Munteanu, “Optimized Wavelet-Based Texture Representation and Streaming for GPU Texture Mapping,” Multimedia Tools and Applications, vol. 77, no. 2, pp. 2873-2899, Jan. 2018.

B. Bonnechère, m. Van Vooren, J. Bier, S. De Breucker, O. Van Hove, S. Van Sint Jan, V. Feipel and B. Jansen, “The Use of Mobile Games to Assess Cognitive Function of Elderly with and without Cognitive Impairment,” Journal of Alzheimer's Disease, vol. 64, no. 4, pp. 1285-1293, Jul. 2018.

B. Fang, Y. Li, H. Zhang and J. C-W Chan, “Semi-Supervised Deep Learning Classification for Hyperspectral Image Based on Dual-Strategy Sample Selection,” Remote Sensing, vol. 10, no. 574, pp. 1-23, Apr. 2018.

B. Kaczer, J. Franco, P. Weckx, P. Roussel, V. Putcha, E. Bury, M. Simicic, A. Chasin, D. Linten, B. Parvais, F. Catthoor, G. Rzepa, M. Waltl and T. Grasser, “A brief overview of gate oxide defect properties and their relation to MOSFET instabilities and device and circuit time-dependent variability,” Microelectronics Reliability, vol. 81, pp. 186-194, Feb. 2018.

B. Lin, Y. Li, X. Xue and J. C-W Chan, “Robust Long-term Correlation Tracking using Convolutional Features and Detection Proposals,” Neurocomputing, vol. 312, pp. 1-20, Aug. 2018.

C. Yi, Y. Zhao and J. C-W Chan, “Hyperspectral Image Super-Resolution Based on Spatial and Spectral Correlation Fusion,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 7, pp. 4165-4177, May. 2018.

D. Torres Boza, M. Oveneke, F. Wang, D. Jiang and H. Sahli, “Hierarchical sparse coding framework for speech emotion recognition,” Speech Communication, vol. 99, pp. 80-89, 2018.

D. Verreck, A. S. Verhulst, Y. Xiang, D. Yakimets, S. El Kazzi, B. Parvais, G. Groeseneken, N. Collaert and A. Mocuta, “Built-in sheet charge as an alternative to dopant pockets in tunnel field-effect transistors,” IEEE Journal of the Electron Devices Society, May. 2018.

F. Vandenbroucke, J. Vandemeulebroucke, N. Buls, R. F Thoeni and J. De Mey, “Can tumor coverage evaluated 24 h post-radiofrequency ablation predict local tumor progression of liver metastases?,” International Journal of Computer Assisted Radiology and Surgery, vol. 13, no. 12, pp. 1981–1989, Dec. 2018.

G. Fodor, P. Schelkens and A. Dooms, “Fingerprinting codes under the weak marking assumption,” IEEE Transactions on Information Forensics and Security, vol. 13, no. 6, pp. 1495-1508, Jun. 2018.

G. Pandey, W. Vandermeiren, V. Matvejev and J. Stiens, “Contactless monitoring and quality control of food processes with millimeter waves,” Journal of Food Engineering, vol. 226, pp. 1-8, Jun. 2018.

J. Dhont, J. Vandemeulebroucke, N. Manuela Burghelea, K. Poels, T. Depuydt, R. Van Den Begin, C. Jaudet, C. Collen, B. Engels, T. Reynders, M. Boussaer, T. Gevaert, M. De Ridder and D. Verellen, “The long- and short-term variability of breathing induced tumor motion in lung and liver over the course of a radiotherapy treatment,” Radiotherapy and Oncology, vol. 126, no. 2, pp. 339-346, Feb. 2018.

J. Dhont, D. Cusumano, L. Boldrini, G. Chiloiro, S. Teodoli, M. Massaccesi, B. Fionda, F. Cellini, L. Azario, J. Vandemeulebroucke, M. De Spirito, V. Valentini and D. Verellen, “Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR,” Radiotherapy and Oncology, Aug. 2018.

J. Xue, Y. Zhao, W. Liao and J. C-W Chan, “Total Variation and Rank-1 Constraint RPCA for Background Subtraction,” IEEE Access, vol. 6, pp. 49955 - 49966, Sep. 2018.

L. Guanter, M. Brell, J. C-W Chan, C. Giardino, J. Gomez-Dans, C. Mielke, F. Morsdorf, K. Segl and N. Yokoya, “Synergies of Spaceborne Imaging Spectroscopy with Other Remote Sensing Approaches,” Surveys in Geophysics, vol. 39, no. 181, pp. 1-31, 2018.

L. He, D. Jiang and H. Sahli, “Automatic Depression Analysis using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding,” IEEE Transactions on Multimedia, pp. 26, 2018.

L. Li, Y. Zhao, J. Sun, R. Stolkin, Q. Pan, J. C-W Chan, S. G. Kong and Z. Liu, “Deformable Dictionary Learning for SAR Image Change Detection,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 8, pp. 4605-4617, May. 2018.

L. Shen, Y. Zhao, Q. Peng, J. C-W Chan and S. G. Kong, “An Iterative Image Dehazing Method with Polarization,” IEEE Transactions on Multimedia, vol. 20, pp. 1-16, Sep. 2018.

L. Yang, D. Jiang and H. Sahli, “Integrating Deep and Shallow Models for Multi-Modal Depression Analysis — Hybrid Architectures,” IEEE Transactions on Affective Computing, pp. 16, 2018.

M. Emilov Mihaylov, R. Radulescu, I. Razo Zapata, S. Jurado Gomez, L. Arco, N. Avellana and A. Nowé, “Comparing stakeholder incentives across state-of-the-art renewable support mechanisms,” Renewable Energy, vol. 131, pp. 689-699, Jul. 2018.

M. Komorowski, T. Do and N. Deligiannis, “Twitter data analysis for studying communities of practice in the media industry,” Telematics and Informatics, vol. 35, no. 1, pp. 195-212, Apr. 2018.

M. Wang, J. Liang, S. Zhang, S. Lu, A. Shamir and S. Hu, “Hyper-Lapse From Multiple Spatially-Overlapping Videos,” IEEE Transactions on Image Processing, vol. 27, no. 4, pp. 1735-1747, Apr. 2018.

P. Libin, L. Cuypers, P. Simmonds, A. Nowé, J. Muñoz-Jordán, L. Alcantara, A. Vandamme, G. Santiago and K. Theys, “Time to Harmonize Dengue Nomenclature and Classification,” Viruses, vol. 10, no. 10, pp. Online publication, Oct. 2018.

S. Vermeiren, D. Beckwee, R. Vella Azzopardi, I. Beyer, V. Knoop, B. Jansen, A. Delaere, I. Bautmans and A. Scafoglieri, “Evaluation of appendicular lean mass using bio impedance in persons aged 80+: A new equation based on the BUTTERFLY-study,” Clinical Nutrition, Aug. 2018.

T. Chen, H. Sahli, Y. Zhang and T. Yang, “Improved compressive tracking based on pixel-wise learner,” Journal of Electronic Imaging, Jan. 2018.

T. Chen, A. Pennisi, L. Zhi, Y. Zhang and H. Sahli, “A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos,” Remote Sensing, vol. 10, pp. 26, 2018.

V. Thi Thu Huong, F. Gomez Marulanda, P. Cherelle, D. Lefeber, A. Nowé and B. Vanderborght, “ED-FNN: A new deep learning algorithm to detect percentage of the gait cycle for powered prostheses,” Sensors, vol. 18, pp. 19, Jul. 2018.

V. Van Eeghem, A. El Arfani, A. Arta, L. Walrave, A. Pourkazemi, E. Mihai Bentea, T. Demuyser, I. Smolders and J. Stiens, “Erratum to "Selective Changes in Locomotor Activity in Mice Due to Low-intensity Microwaves Amplitude Modulated in the EEG Spectral Domain" [Neuroscience 359 (2017) 40-48],” Neuroscience, vol. 394, pp. 316-316, Dec. 2018.

Y. Li, B. Cornelis, A. Dusa, G. Vanmeerbeeck, E. Sohn, K. Blaszkiewicz, D. Prodanov, P. Schelkens and L. Lagae, “Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry,” Computers in Biology and Medicine, vol. 96, pp. 147-156, 2018.

Y. Li, C. Zou, M. Berecibar, E. Nanini-Maury, J. C-W Chan, P. Van den Bossche, J. Van Mierlo and N. Omar, “Random forest regression for online capacity estimation of lithium-ion batteries,” Applied Energy, vol. 232, pp. 197-210, Oct. 2018.

Y. Li, F. Cui, X. Xue and J. C-W Chan, “Coarse-to-fine salient object detection based on deep convolutional neural networks,” Signal Processing: Image Communication, vol. 64, pp. 21-32, 2018.

Y. Zhao, M. Wang, G. Yang and J. C-W Chan, “FOV Expansion of Bio-Inspired Multiband Polarimetric Imagers with Convolutional Neural Networks,” IEEE Photonics Journal, vol. 10, no. 1, pp. 1-14, 2018.

Conference Publications

P. Schelkens, D. Blinder, T. Birnbaum, A. Symeonidou, A. Ahar and C. Schretter, “Source coding of holographic data: challenges, algorithms and standardization efforts,” in Speckle 2018: VII International Conference on Speckle Metrology, SPIE, Sep. 2018.

P. Schelkens, Z. Y. Alpaslan, T. Ebrahimi, K. Oh, F. Pereira, A. Pinheiro, I. Tabus and Z. Chen, “JPEG Pleno: a standard framework for representing and signaling plenoptic modalities,” in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI, SPIE, Sep. 2018.

F. Temmermans, F. Truyen, A. Dooms, P. Schelkens and B. Vandermeulen, “Integrity of Still Images,” in Jornadas Imatge i Recerca, Girona, Nov. 2018, pp. 18.

L. Nguyen, S. Patonico, M. Bezunartea, S. Thielemans, A. Braeken and K. Steenhaut, “Horizontal Integration of CoAP and MQTT on Internet Protocol - based LoRaMotes,” in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sep. 2018, pp. 7.

A. Pourkazemi and J. H. Stiens, “Localizing defect by means of Transient Radar Method(TRM) in 3D scanners 8th International Workshop on THz Technology and Applications,” in Transient Radar Method(TRM): Novel Illumination and Blind Electromagnetic/Geometrical Parameter Extraction Technique for Multilayer Structures, Mar. 2018.

S. Lu, B. Ceulemans, M. Wang and A. Munteanu, “Synthesis of Shaking Video Using Motion Capture Data and Dynamic 3D Scene Modeling,” in 25th IEEE International Conference on Image Processing (ICIP), IEEE, May. 2018, pp. 5.

C. Schretter, “A Low-Rank and Joint-Sparse Model for Ultrasound Signal Reconstruction,” in iTWISTཎ, international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, CIRM, Marseille, France, 21-23 November, 2018, Nov. 2018, pp. 3.

C. Schretter, J. Sun and P. Schelkens, “From Adaptive Kernel Density Estimation to Sparse Mixture Models,” in iTWISTཎ, international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, CIRM, Marseille, France, 21-23 November, 2018, Nov. 2018, pp. 2.

C. Schretter, J. Sun and P. Schelkens, “Image Reconstruction with Smoothed Mixtures of Regressions,” in 2018 IEEE International Conference on Image Processing (ICIP), Athens, 2018, pp. 5.

B. da Silva Gomes, L. Segers, A. Braeken, K. Steenhaut and A. Touhafi, “A Low-Power FPGA-Based Architecture for Microphone Arrays in Wireless Sensor Networks,” in International Symposium on Applied Reconfigurable Computing, May. 2018, pp. 12.

B. da Silva Gomes, L. Segers, Q. Quevy, A. Braeken and A. Touhafi, “A Multimode SoC FPGA-Based Acoustic Camera for Wireless Sensor Networks,” in International Symposium on Reconfigurable Communication-centric Systems-on-Chip, Jul. 2018, pp. 8.

M. Bezunartea, A. Braeken and K. Steenhaut, “Multi-radio Solution for Improving Reliability in RPL,” in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Sep. 2018, pp. 6.

E. Papavasileiou and B. Jansen, “Configuring the Parameters of Artificial Neural Networks using NeuroEvolution and Automatic Algorithm Configuration,” in The Genetic and Evolutionary Computation Conference 2018, ACM, Jul. 2018, pp. 2.

A. Symeonidou and P. Schelkens, “Occlusion culling techniques for layer-based computer-generated holography,” in OSA Digital Holography and Three-Dimensional Imaging, Optical Society of America, Jun. 2018, pp. 2.

A. Ahar, S. Mahmoudpour, G. Van Wallendael, T. Paridaens, P. Lambert and P. Schelkens, “A Just Noticeable Difference Subjective Test for High Dynamic Range Images,” in 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX), IEEE, May. 2018.

A. Ahar, T. Birnbaum, D. Blinder, A. Symeonidou and P. Schelkens, “Performance Evaluation of Sparseness Significance Ranking Measure (SSRM) on Holographic Content,” in OSA Digital Holography and Three-Dimensional Imaging, Optical Society of America, Jun. 2018, pp. 2.

D. Nguyen, E. Tsiligianni and N. Deligiannis, “Extendable Neural Matrix Completion,” in IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Apr. 2018, pp. 5.

D. Nguyen, E. Tsiligianni, R. Calderbank and N. Deligiannis, “Regularizing autoencoder-based matrix completion models via manifold learning,” in European Signal Processing Conference, 2018, pp. 5.

Z. Zong, C. Tsai, F. Pepe, G. Mangraviti, Y. Liu, Q. Shi, B. Parvais and P. Wambacq, “A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz,” in IEEE SOI-3D-SUBTHRESHOLD MICROELECTRONICS TECHNOLOGY UNIFIED CONFERENCE, Jun. 2018.

T. Do, D. Nguyen, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Twitter User Geolocation using Deep Multiview Learning,” in IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Apr. 2018, pp. 5.

H. Van Luong, N. Deligiannis, S. Forchhammer and A. Kaup, “Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors,” in IEEE Statistical Signal Processing Workshop, 2018, pp. 5.

H. Van Luong, N. Deligiannis, S. Forchhammer and A. Kaup, “Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization,” in Data Compression Conference, 2018, pp. 10.

E. Cristofani, O. Mahfoudia, X. Neyt, F. Horlin, N. Deligiannis, J. Stiens and M. Vandewal, “Exploring Side Information for DVB-t-based Passive Radars,” in URSI Benelux Forum 2018, URSI, Jan. 2018, pp. 1.

S. Rogge and A. Munteanu, “Depth Estimation in Light Field Camera Arrays Based on Multi-Stereo Matching and Belief Propagation,” in 3DTV-Con, Apr. 2018.

S. Rogge, B. Ceulemans, Q. Bolsee and A. Munteanu, “Multi-stereo Matching for Light Field Camera Arrays,” in 26th European Signal Processing Conference, May. 2018.

I. Schiopu and A. Munteanu, “Macro-pixel prediction based on convolutional neural networks for lossless compression of light field images,” in IEEE International Conference on Image Processing 2018, Athens, Greece: IEEE, Oct. 2018, pp. 5.

I. Schiopu, Y. Liu and A. Munteanu, “CNN-based Prediction for Lossless Coding of Photographic Images,” in 2018 Picture Coding Symposium, San Francisco, CA, USA: IEEE, Jun. 2018, pp. 5.

B. Parvais, Z. Zong, C. Tsai, F. Pepe, P. Wambacq, G. Mangraviti, Y. Liu and Q. Shi, “A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz,” in A 23 GHz Low-Phase-Noise Transformer-Feedback VCO in 22nm FD-SOI with a FOMT of 191dBc/Hz, 2018.

B. Parvais, E. Rosseel, L. Peng, L. Teugels, A. Vandooren, J. Franco, A. Mallik, A. Walke, V. Deshpande, A. Hikavyy, N. Rassoul, G. Jamieson, F. Inoue, G. Verbinnen, E. Vecchio, T. Zheng, N. Waldron, V. De Heyn, D. Mocuta and N. Collaert, “Sequential 3D: Key integration challenges and opportunities for advanced semiconductor scaling,” in 2018 International Conference on IC Design and Technology, ICICDT 2018, Institute of Electrical and Electronics Engineers Inc, Jun. 2018, pp. 4.

B. Parvais, Y. Xiang, D. Yakimets, s. sant, E. Memisevic, m. garcia bardon, a. verhulst, A. Schenk, L. Wernersson and G. Groeseneken, “Trap-Aware Compact Modeling and Power-Performance Assessment of III-V Tunnel FET,” in Trap-Aware Compact Modeling and Power-Performance Assessment of III-V Tunnel FET, 2018.

A. Kuzma, F. Temmermans and T. Richter, “Emerging Image Metadata Standards Activities in JPEG,” in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI, SPIE, Sep. 2018, pp. 8.

A. Mallik, A. Vandooren, L. Witters, A. Walke, J. Franco, Y. Sherazi, P. Weckx, D. Yakimets, M. Bardon, B. Parvais, P. Debacker, B. W. Ku, A. Mocuta, D. Mocuta, N. Collaert and P. Raghavan, “The impact of sequential-3D integration on semiconductor scaling roadmap,” in 63rd IEEE International Electron Devices Meeting, IEDM 2017, Institute of Electrical and Electronics Engineers Inc, Jan. 2018.

A. Spessot, N. Sharan, H. Oh, R. Ritzenthaler, E. Dentoni Litta, B. O'Sullivan, A. Mallik, A. De Keersgieter, B. Parvais, Y. Sherazi, V. Machkaoutsan, C. Kim, P. Fazan, D. Mocuta, A. Mocuta and N. Horiguchi, “Cost Effective FinFET Platform for Stand Alone DRAM 1Y and beyond Memory Periphery,” in 10th IEEE International Memory Workshop, IMW 2018, Institute of Electrical and Electronics Engineers Inc, Jun. 2018, pp. 4.

A. Vandooren, B. Parvais, A. Walke, A. Vais, C. Merckling, D. Lin, N. Waldron, P. Wambacq, D. Mocuta and N. Collaert, “3D technologies for analog/RF applications,” in 2017 IEEE SOI-3D-Subthreshold Microelectronics Unified Conference, S3S 2017, Institute of Electrical and Electronics Engineers Inc, Mar. 2018, pp. 3.

A. Willème, S. Mahmoudpour, I. Viola, K. Fliegel, J. Pospisil, T. Ebrahimi, P. Schelkens, A. Descampe and B. Macq, “Overview of the JPEG XS core coding system subjective evaluations,” in SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI, SPIE, Sep. 2018.

B. van Liempd, J. Craninckx and P. Wambacq, “PD-SOI: Enabling Adaptive RF Front-End Modules,” in SOI-3D-Subthreshold Microelectronics Unified Conference, IEEE, Oct. 2018, pp. 2.

D. Soemers, T. Brys, K. Driessens, M. Winands and A. Nowé, “Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees,” in Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), AAAI Press, 2018, pp. 6.

D. Steckelmacher, D. Roijers, A. Harutyunyan, P. Vrancx, H. Plisnier and A. Nowé, “Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets,” in Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), AAAI Press, Feb. 2018, pp. 8.

D. Yakimets, M. Garcia Bardon, D. Jang, P. Schuddinck, Y. Sherazi, P. Weckx, K. Miyaguchi, B. Parvais, P. Raghavan, A. Spessot, D. Verkest and A. Mocuta, “Power aware FinFET and lateral nanosheet FET targeting for 3nm CMOS technology,” in 63rd IEEE International Electron Devices Meeting, IEDM 2017, Institute of Electrical and Electronics Engineers Inc, Jan. 2018.

E. Bargiacchi, T. Verstraeten, D. Roijers, A. Nowé and H. van Hasselt, “Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems,” in International Conference on Machine Learning 2018, 2018.

E. Zimos, J. Mota, E. Tsiligianni, M. Rodrigues and N. Deligiannis, “Data aggregation and recovery for the internet of things: A compressive demixing approach,” in IEEE Wireless Communications and Networking Conference, 2018, pp. 6.

F. Gomez Marulanda, P. Libin, T. Verstraeten and A. Nowé, “IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers: IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers,” in IEEE: International Conference on Tools with Artificial Intelligence, Aug. 2018.

I. Del Carmen Grau Garcia, D. Sengupta, M. M. Garcia Lorenzo and A. Nowé, “Interpretable self-labeling semi-supervised classifier,” in Proceedings of the 2nd Workshop on Explainable Artificial Intelligence, Jul. 2018.

K. Ha Phung, H. Tran, Q. Nguyen, T. Truong and L. Nguyen, “Analysis and assessment of LoRaWAN,” in 2018 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), IEEE, Jan. 2018, pp. 6.

K. Kalteremidou, A. Pourkazemi, Y. El Idrissi, Y. Morabet, G. He, J. Stiens, L. Pyl and D. Van Hemelrijck, “The combined use of millimetre wave imaging and acoustic emission for the damage investigation of glass fibre reinforced polymer composites,” in 12th European Conference on Non-Destructive Testing, Jun. 2018.

L. Yang, Y. Li, H. Chen, D. Jiang, M. Oveneke and H. Sahli, “Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures,” in Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop (AVECཎ), New York, NY, USA: ACM, Oct. 2018, pp. 7.

L. Zintgraf, D. Roijers, S. Linders, C. M. Jonker and A. Nowé, “Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making,” in 17th International Conference on Autonomous Agents and Multiagent Systems: AAMAS 2018, Jul. 2018.

M. Becquaert, E. Cristofani, M. Vandewal, J. Stiens and N. Deligiannis, “Online Sequential Compressed Sensing with Weighted Multiple Side Information for Through the Wall Imaging,” in URSI Benelux Forum 2018, URSI, Jan. 2018, pp. 5.

M. Reymond, C. Patyn, R. Radulescu, A. Nowé and G. Deconinck, “Reinforcement Learning for Demand Response of Domestic Household Appliances,” in Proceedings of the Adaptive Learning Agents Workshop 2018 (ALA-18), Jul. 2018.

P. Boonen, N. Buls, G. Van Gompel, Y. De Brucker, D. Aerden, J. De Mey and J. Vandemeulebroucke, “Automated Quantification of Blood Flow Velocity from Time-Resolved CT Angiography,” in Joint MICCAI-Workshop on Computing and Visualisation for Intravascular Imaging and Computer Assisted Stenting, Springer International Publishing AG, 2018.

P. Libin, K. Theys, P. Gomes, A. Abecasis and A. Nowé, “Bayesian inference of set-point viral load transmission models,” in 30th Benelux Conference on Artificial Intelligence - BNAIC 2018, https://bnaic2018.nl/wp-content/uploads/2018/11/bnaic2018-proceedings.pdf, Nov. 2018.

P. Libin, T. Verstraeten, D. Roijers, J. Grujic, K. Theys, P. Lemey and A. Nowé, “Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies,” in European conference of machine learning, May. 2018.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Deep Learning in EMG-based Gesture Recognition,” in Proceedings of the fifth international conference on physiological computing systems, Sep. 2018.

R. Radulescu, M. Legrand, K. Efthymiadis, D. Roijers and A. Nowé, “Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population,” in 30th Benelux Conference on Artificial Intelligence - BNAIC 2018, Benelux Association for Artificial Intelligence (BNVKI-AIABN), Nov. 2018.

W. Chang, I. Schiopu and A. Munteanu, “L-Infinite Predictive Coding of Depth,” in International Conference on Advanced Concepts for Intelligent Vision Systems, Poitiers, France: Springer, Sep. 2018, pp. 12.

Y. Liu, G. Mangraviti, S. Hitomi, K. Khalaf, B. Debaillie and P. Wambacq, “A 28-GHz Transceiver Front-End with T/R Switching Achieving 11.2-dBm OP1dB, 33.8% PAEmax and 4-dB NF in 22-nm FD-SOI for 5G Communication,” in SOI-3D-Subthreshold Microelectronics Unified Conference, San Francisco: IEEE, Oct. 2018, pp. 3.

Z. Li, Y. Xia and H. Sahli, “CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm,” in The 9th International Conference on Brain Inspired Cognitive system, Springer, 2018.

Z. Manoli, A. Pourkazemi, G. Pandey, J. Stiens and H. Terryn, “Water diffusion mapping in organic coatings on metal substrates: A quasi-optical mm-wave technique Vs. Odd Random Phase Electrochemical Impedance Spectroscopy,” in EUROCORR, Jan. 2018.

Z. Y. Alpaslan, H. S. El-Ghoroury and P. Schelkens, “Information processing challenges of full parallax light field displays,” in SPIE Photonics Europe 2018, SPIE, Feb. 2018, pp. 9.

Book Publications

M. Emilov Mihaylov, I. Razo Zapata and A. Nowé, “NRGcoin—A Blockchain-based Reward Mechanism for Both Production and Consumption of Renewable Energy,” in Transforming Climate Finance and Green Investment with Blockchains, Academic Press, 2018.

P. Tsinganos, A. Skodras, B. Cornelis and B. Jansen, “Deep Learning in Gesture Recognition Based on sEMG Signals,” in Learning Approaches in Signal Processing, Pan Stanford, Sep. 2018.

Reports

A. Symeonidou, D. Blinder and P. Schelkens, “INTERFERE Holography Dataset,”, ISO/IEC, Feb. 2018.

Other Publications

E. Papavasileiou, J. Carlos Garcia Naranjo, B. Jansen and J. Vandemeulebroucke, “ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION,”, Nov. 2018.

B. Keelson, L. Buzzatti, T. Scheerlinck, G. Van Gompel, E. Cattrysse, J. Vandemeulebroucke, J. De Mey, J. Baeyens and N. Buls, “4D-CT for Musculoskeletal applications: impact of scan protocol on image registration, motion estimation and radiation dose,”, 2018.

P. Gonidakis, L. Omelina, B. Jansen and J. Vandemeulebroucke, “Computer-Aided Detection of Lung Nodules using Multi-Level Contextual 3D CNNs,”, Jul. 2018.

B. Bonnechère, m. Van Vooren, S. De Breucker, O. Van Hove, B. Jansen, S. Van Sint Jan, V. Feipel and J. Bier, “The use of mobile games to refine the diagnosis of dementia: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council,” Frontiers in Neuroscience, 2018.

D. Longrois, M. Maegele, H. Bersini, G. Crooks, I. Hubloue, A. Nowé, P. C Rimensberger, M. Sabbe, J. Tilsed, J. Vandemeulebroucke, W. Verhelst and J. Vincent, “Streamlining pre- and intra-hospital care for patients with severe trauma: a white paper from the European Critical Care Foundation,” European Journal of Trauma and Emergency Surgery, Dec. 2018.

D. Roijers, D. Steckelmacher and A. Nowé, “Multi-objective Reinforcement Learning for the Expected Utility of the Return,”, Jul. 2018.

D. Steckelmacher, D. Roijers, A. Harutyunyan, P. Vrancx, H. Plisnier and A. Nowé, “Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets,”, Feb. 2018.

D. Steckelmacher, H. Plisnier, D. Roijers and A. Nowé, “Off-Policy and Off-Actor Actor-Critic with Bootstrapped Dual Policy Iteration,”, Oct. 2018.

E. Bargiacchi, T. Verstraeten, D. Roijers, A. Nowé and H. van Hasselt, “Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems,”, 2018.

H. Plisnier, D. Steckelmacher, T. Brys, D. Roijers and A. Nowé, “Directed Policy Gradient for Safe Reinforcement Learning with Human Advice,”, Oct. 2018.

J. Dhont, D. Cusumano, L. Boldrini, G. Chiloiro, L. Azario, F. Cellini, M. De Spirito, L. Omelina, J. Vandemeulebroucke, D. Verellen and V. Valentini, “Real-time long-term multi-object tracking on cineMR using a tracking-learning-detection framework,” Radiotherapy and Oncology, Apr. 2018.

L. Buzzatti, B. Keelson, J. Apperloo, N. Buls, T. Scheerlinck, J. Baeyens, G. Van Gompel, J. De Mey and E. Cattrysse, “Detection of kinematic changes induced by sequential lateral ankle ligament section: a dynamic 4D-CT scan study,” in Abstract book of European Congres of Radiology (ECR 2018), Feb. 2018.

O. Van Hove, P. Guidat, B. Jansen, V. Feipel, S. Van Sint Jan and B. Bonnechère, “Effect of cognitive task on static balance in patients with pulmonary fibrosis: Conference Abstract: Belgian Brain Congress 2018 — Belgian Brain Council,” Frontiers in Neuroscience, Aug. 2018.

P. Boonen, N. Buls, J. Vandemeulebroucke, G. Van Gompel, D. Aerden and J. De Mey, “Quantification of blood velocity from time-resolved CT angiography on a 256-slice CT,” in ECR 2018 - BOOK OF ABSTRACTS, Feb. 2018.

P. Libin, K. Theys and A. Nowé, “Analyzing the epidemic size distributions of an individual-based influenza model,”, May. 2018.

P. Libin, K. Theys, A. Pineda-Peña, A. Nowé, A. Vandamme and A. B Abecasis, “The impact of HIV-1 within-host evolution on transmission dynamics,” Current Opinion in Virology, Feb. 2018.

S. Papadimitriou, N. Versbraegen, C. Nachtegael, J. Aerts, Y. Moreau, S. Van Dooren, A. Nowé, G. Smits and T. Lenaerts, “Predicting disease-causing variant combinations for oligogenic diseases,”, Mar. 2018.

S. Poppe, E. Holohan, O. Galland, N. Buls, G. Van Gompel, B. Keelson, D. Hollis, A. Nila, J. Brancart and M. Kervyn De Meerendre, “An unusual patient: analog magma intrusion-induced host-rock deformation imaged and quantified with dynamic X-ray Computed Tomography,”, Dec. 2018.

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