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ETRO Publications

All 2020 Publications

All ETRO 2020 Publications by Category

Click here for this list in IEEE format.

Journal Publications

“Exploration and mechanism analysis: The maximum ultraviolet luminescence limits of ZnO/few-layer graphene composite films”, in Applied Surface Science

“Omnidirectional Video Quality Index Accounting for Judder”, in IEEE Transactions on Circuits and Systems for Video Technology

“Error Assessment and Mitigation Methods in Transient Radar Method”, in Sensors

“A Multi-Modal Deep Network for RGB-D Segmentation of Clothes”, in Electronics Letters

“Design of D-Band Transformer-Based Gain-Boosting Class-AB Power Amplifiers in Silicon Technologies”, in IEEE Transactions on Circuits and Systems I: Regular Papers

“Characterization and Modeling of Hot Carrier Degradation in N-Channel Gate-All-Around Nanowire FETs”, in IEEE Transactions on Electron Devices

“Elliptic curve-based proxy re-signcryption scheme for secure data storage on the cloud”, in Concurrency Computation

“Toll-based reinforcement learning for efficient equilibria in route choice”, in The Knowledge Engineering Review

“The effect of a rehabilitation specific gaming software platform to achieve individual physiotherapy goals in children with severe spastic CP: a randomized cross-over trial”, in Games For Health Journal

“A Utility-Based Analysis of Equilibria in Multi-Objective Normal Form Games”, in The Knowledge Engineering Review

“The use of cognitive mobile games to assess the interaction of cognitive function and breath-hold”, in Respiratory Physiology and Neurobiology

“Current-Assisted Single Photon Avalanche Diode (CASPAD) Fabricated in 350 nm Conventional CMOS”, in Applied Sciences

“Two-level clustering methodology for smart metering data”, in Cuadernos de Administración

“A generic method of wearable items virtual try-on”, in Textile research journal

“Thick Cloud Removal with Optical and SAR Imagery via Convolutional-Mapping -Deconvolutional Network”, in IEEE Transactions on Geoscience and Remote Sensing

“Content-Guided Convolutional Neural Network for Hyperspectral Image Classification”, in IEEE Transactions on Geoscience and Remote Sensing

“Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping”, in Remote Sensing

“Collaborative learning of lightweight convolutional neural network and deep clustering for hyperspectral image semi-supervised classification with limited training samples”, in ISPRS Journal of Photogrammetry and Remote Sensing

“Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints”, in Remote Sensing

“Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures”, in Scientific Reports - Nature

“Spatiotemporal and spectral dynamics of multi-item working memory as revealed by the n-back task using MEG”, in Human Brain Mapping

“A Range-Independent Disparity-Based Calibration Model for Structured Light Pattern-Based RGBD Sensor”, in Sensors

“Improving Plane Fitting Accuracy with Rigorous Error Models of Structured Light-Based RGB-D Sensors”, in Remote Sensing

“Automatic Indoor as-Built Building Information Models Generation by Using Low-Cost RGB-D Sensors”, in Sensors

“Message-Based Communication for Heterogeneous Internet of Things Systems”, in Sensors

“Hyperspectral and Multispectral Image Fusion via Graph Laplacian Guided Coupled Tenor Decomposition”, in IEEE Transactions on Geoscience and Remote Sensing

“Phase added sub-stereograms for accelerating computer generated holography”, in Optics Express

“Object-based digital hologram segmentation and motion compensation”, in Optics Express

“Hyperspectral Anomaly Detection through Sparse Representation with Tensor Decomposition-based Dictionary Construction and Adaptive Weighting”, in IEEE Access

“Defining heat shock response for the thermoacidophilic model crenarchaeon Sulfolobus acidocaldarius, in Extremophiles

“Single yeast cell nanomotions correlate with cellular activity”, in Science Advances

“Multi-modal neural networks with multi-scale RGB-T fusion for semantic segmentation”, in Electronics Letters

“Providing a Visual Understanding of Holography Through Phase Space Representations”, in Applied Sciences

“Analysis of a 28-nm CMOS Fast-Lock Bang-Bang Digital PLL With 220-fs RMS Jitter for Millimeter-Wave Communication”, in IEEE JOURNAL OF SOLID-STATE CIRCUITS

“A concise overview of non-invasive intra-abdominal pressure measurement techniques: from bench to bedside”, in Journal of Clinical Monitoring and Computing

“Ventilation heterogeneity in smokers: role of unequal lung expansion and peripheral lung structure”, in Journal of Applied Physiology (Bethesda, Md. : 1985)

“Optimizations for FPGA-Based Ultrasound Multiple Access Spread Spectrum Ranging”, in Journal of Sensors

“Feasibility of Real Time Internet-Based Teleconsultation in Patients With Multiple Sclerosis: Interventional Pilot Study”, in Journal of Medical Internet Research

“Spatial bandwidth-optimized compression of image plane off-axis holograms with image and video codecs”, in Optics Express

“Context-aware human trajectories prediction via latent variational model”, in IEEE Transactions on Circuits and Systems for Video Technology

“Frame-wise CNN-based Filtering for Intra-Frame Quality Enhancement of HEVC Videos”, in IEEE Transactions on Circuits and Systems for Video Technology

“Learning to Estimate the Body Shape Under Clothing from a Single 3D Scan”, in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

“Data Augmentation of Surface Electromyography for Hand Gesture Recognition”, in Sensors

“Hilbert sEMG data scanning for hand gesture recognition based on deep learning”, in Neural Computing & Applications

“Analysis of Gate-Metal Resistance in CMOS-Compatible RF GaN HEMTs”, in IEEE Transactions on Electron Devices

“The Effect of Optic Flow Speed on Active Participation during Robot-Assisted Treadmill Walking in Healthy Adults”, in IEEE Transactions on Neural Systems and Rehabilitation Engineering

“Dedicated processor for hologram calculation using sparse Fourier bases”, in Applied Optics

“(Invited) Advanced Transistors for High Frequency Applications”, in ECS Transactions

“Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations”, in Journal of Chromatography. A

“A 12-mW 10-GHz FMCW PLL Based on an Integrating DAC With 28-kHz RMS-Frequency-Error for 23-MHz/Ás Slope and 1.2-GHz Chirp-Bandwidth”, in IEEE Journal of Solid - State Circuits

“Analytic computation of line-drawn objects in computer generated holography”, in Optics Express

“AI-toolbox: A C++ library for reinforcement learning and planning (with Python Bindings)”, in Journal of Machine Learning Research

“Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors”, in IEEE Internet of Things Journal

“POLICY BRIEF #36: COVID-19 information on Social Media in Europe: A threat or a blessing?”, in SMIT policy briefs

“Synthesized View Quality Assessment Using Feature Matching and Superpixel Difference”, in IEEE Signal Processing Letters

“Multimodal Deep Unfolding for Guided Image Super-Resolution”, in IEEE Transactions on Image Processing

“DeepFPC: A Deep Unfolded Network for Sparse Signal Recovery from 1-Bit Measurements With Application to DOA Estimation”, in Signal Processing

“Multi-modal deep network for RGB-D segmentation of clothes”, in Electronics Letters

“An efficient model-level fusion approach for continuous affect recognition from audiovisual signals”, in Neurocomputing

“Feature Augmenting Networks for Improving Depression Severity Estimation from Speech Signals”, in IEEE Access

“Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling”, in IEEE Access

“Monocular 3D Facial Expression Features for Continuous Affect Recognition”, in IEEE Transactions on Multimedia

“Low-Frequency Noise Investigation of GaN/AlGaN Metal–Oxide–Semiconductor High-Electron-Mobility Field-Effect Transistor With Different Gate Length and Orientation”, in IEEE Transactions on Electron Devices

“Total-Ionizing-Dose Effects in InGaAs MOSFETs With High-k Gate Dielectrics and InP Substrates”, in IEEE Transactions on Nuclear Science

“Comparison of temperature dependent carrier transport in FinFET and gate-all-around nanowire FET”, in Applied Sciences (Switzerland)

“Physical Model of Low-Temperature to Cryogenic Threshold Voltage in MOSFETs”, in IEEE Journal of the Electron Devices Society

“The impact of a child bike seat and trailer on the objective overtaking behaviour of motorized vehicles passing cyclists”, in Transportation research. Traffic psychology and behaviour

“(Plenary) The Revival of Compound Semiconductors and How They Will Change the World in a 5G/6G Era”, in ECS Transactions

“Depth Estimation for Light-Field Images Using Stereo Matching and Convolutional Neural Networks”, in Sensors

“Mechanism of the Polarized Absorption of CVD-Prepared Carbon Nanofibers to TE Waves in the Subterahertz Band”, in Journal of Physical Chemistry C

“Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures”, in Scientific Reports - Nature

“Macro-pixel-wise CNN-based filtering for quality enhancement of light field images”, in Electronics Letters

“Lightweight PUF based authentication scheme for fog architecture”, in Wireless Networks

“A Theoretical Association Time Model for IEEE 802.15. 4 TSCH Networks”, in IEEE communications letters

Conference Publications

“Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics”, in European Conference on Machine Learning 2019

“Fleet Control using Coregionalized Gaussian Process Policy Iteration”, in the 24th European Conference on Artificial Intelligence (ECAI 2020)

“Thompson Sampling for Factored Multi-Agent Bandits”, in Autonomous Agents and Multi-Agent Systems

“Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games: Extended Abstract”, in Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020

“Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences”, in Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020

“Graph Auto-encoder For Graph Signal Denoising”, in 2020 IEEE International Conference on Acoustics, Speech and Signal Processing

“Bayesian Anytime m-top Exploration”, in ICTAI

“A 12mW 10GHz FMCW PLL Based on an Integrating DAC with 90kHz rms Frequency Error for 23MHz/Ás Slope and 1.2GHz Chirp Bandwidth”, in 2020 International Solid-State Circuits Conference

“Hologram compression in quantitative phase imaging”, in Proc. SPIE 11249

“Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification”, in SPIE Medical Imaging 2020

“Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework”, in SPIE Medical Imaging 2020

“Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response”, in SPIE Medical Imaging 2020

“Thompson Sampling for Factored Multi-Agent Bandits”, in The 19th International Conference on Autonomous Agents and Multi-Agent Systems

“Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey: JAAMAS Track”, in The 19th International Conference on Autonomous Agents and Multi-Agent Systems 2020

“Contrast flow velocity quantification from time-resolved CT angiography: a phantom study”, in SPIE Medical Imaging 2020

“Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems”, in The International Conference in Optimization and Learning

“Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games”, in Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS

“A 3D Convolutional Neural Network for Light Field Depth Estimation”, in 2019 International Conference on 3D Immersion (IC3D)

“Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards”, in International Conference on Artificial Intelligence in Information and Communication

“Deep reinforcement learning for large-scale epidemic control”, in Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS

“Compact time-resolved fluorescence spectrometer”, in SPIE Photonics Europe, 2020

“AUGMENTED REALITY ASSISTED NEUROSURGICAL DRAIN PLACEMENT (ARANED): TECHNICAL NOTE”

“A 28GHz Two-Way Current Combining Stacked-FET Power Amplifier in 22nm FD-SOI”, in 2020 IEEE Custom Integrated Circuits Conference (CICC)

“A 10.56Gbit/s, -27.8dB EVM Polar Transmitter at 60GHz in 28nm CMOS”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling”, in IEEE World Congress on Computational Intelligence (WCCI) 2020

“Accelerating phase-added stereogram calculations by coefficient grouping for digital holography”, in SPIE Photonics Europe, 2020

“Hologram calculation in sparse Fourier bases using fixed-point operations, and its circuit architecture”, in SPIE Photonics Europe, 2020

“A Study of Deep-Learning-based Prediction Methods for Lossless Coding”, in 28th European Signal Processing Conference

“A Study of Prediction Methods based on Machine Learning Techniques for Lossless Image Coding”, in IEEE International Conference on Image Processing

“Holographic data compression for holographic microscopy and tomography in biomedical applications”, in OSA Imaging and Applied Optics Congress

“Low-Complexity Angular Intra-Prediction Con-volutional Neural Network for Lossless HEVC”, in IEEE International Workshop on Multimedia Signal Processing

“Cross Data Set Performance Consistency of Objective Quality Assessment Methods for Light Fields”, in 12th International Conference on Quality of Multimedia Experience, QoMEX 2020

“Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning”, in Proceedings of the 1st TAILOR workshop at ECAI 2020

“Adopting the JPEG systems layer to create interoperable imaging ecosystems”, in SPIE Photonics Europe, 2020

“Exploration of Media Blockchain Technologies for JPEG Privacy and Security”, in SPIE Photonics Europe, 2020

“Imaging techniques and methodologies for acquisition, processing and distribution of multimodal image data of the oeuvre of Jan van Eyck”, in SPIE Photonics Europe, 2020

“Behavior-based Speciation in Classification with NeuroEvolution”, in 2020 IEEE World Congress on Computational Intelligence

“AITIA: Embedded AI Techniques for Embedded Industrial Applications”, in 2020 International Conference on Omni-layer Intelligent Systems (COINS)

“Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models”, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020

“A 28GHz Voltage-Combined Doherty Power Amplifier with a Compact Transformer-based Output Combiner in 22nm FD-SOI”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“A 28 GHz front-end module with T/R switch achieving 17.2 dBm Psat, 21.5% PAEmax and 3.2 dB NF in 22 nm FD-SOI for 5G communication”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers”, in 28th European Signal Processing Conference

“Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors”, in IEEE International Conference on Image Processing

“A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation”, in 28th European Signal Processing Conference

“imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events”, in Conference on Empirical Methods in Natural Language Processing (and forerunners) (2020)

“Temporal Collaborative Filtering with Graph Convolutional Neural Networks”, in International Conference on Pattern Recognition (ICPR)

“Zero-Shot Cross-Lingual Transfer with Meta Learning”, in 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020

“Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data”, in IEEE SENSORS 2020

“Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities”, in 10th International Congress on Environmental Modelling and Software (iEMSs 2020)

“Parameterization of the quality factor for the high throughput JPEG 2000”, in SPIE Photonics Europe, 2020

“Standardization of Holographic Compression: JPEG Pleno”, in Digital Holography and Three-Dimensional Imaging 2020

“Exploring the DC reliability metrics for scaled GaN-on-Si devices targeted for RF/5G applications”, in 2020 IEEE International Reliability Physics Symposium, IRPS 2020

“Reliability and Variability of Advanced CMOS Devices at Cryogenic Temperatures”, in 2020 IEEE International Reliability Physics Symposium, IRPS 2020

“A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements”, in European Signal Processing Conference

“A 62mW 60GHz FMCW Radar in 28nm CMOS”, in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

“Spatiotemporal Air Quality Inference of Low-Cost Sensor Data Application on a Cycling Monitoring Network”, in Workshop on "Machine Learning Advances Environmental Science (MAES)

“Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

“Recent Advances in Multi-Objective Multi-Agent Decision Making”, in 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning

Book Publications

“Hyperspectral-Multispectral Image Fusion Enhancement Based on Deep Learning”, in Hyperspectral Image Analysis - Advances in Machine Learning and Signal Processing

“Defect-based compact modeling of random telegraph noise”, in Noise in Nanoscale Semiconductor Devices

Other Publications

“Reconfigurable Terahertz Dipole Antenna with Integrated Graphene Sheets”

“Correction to: Detecting neurodegenerative pathology in multiple sclerosis before irreversible brain tissue loss sets in”, in Translational neurodegeneration

“An interpretable semi-supervised classifier using two different strategies for amended self-labeling”

“Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty”

“Feasibility of virtual dual-energy imaging through deep learning for markerless tumour tracking”

“Thompson Sampling for Loosely-Coupled Multi-Agent Systems: An Application to Wind Farm Control”

“Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty”

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