Watershed Analysis and Relaxation Labelling: A cooperative approach for the interpretation of Cranial-MR images using a Statistical Digital Atlas. - Ioannis Pratikakis; Hichem Sahli; Jan Cornelis 001 (ISMM, 1996)

A Kalman Filter-Based Update Scheme for Road Following. - Hichem Sahli; Patrick de Muynck; Jan Cornelis 001 (MVA, 1996)

Low level image partitioning guided by the gradient watershed hierarchy. - Ioannis Pratikakis; Hichem Sahli; Jan Cornelis 001 (Signal Process., 1999)

Eye Activity Detection and Recognition Using Morphological Scale-Space Decomposition. - Ilse Ravyse; Hichem Sahli; Jan Cornelis 001; Marcel J. T. Reinders (ICPR, 2000)

Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images. - Antonis Katartzis; Veselin Pizurica; Hichem Sahli (ISMM, 2000)

Automatic Watershed Segmentation of Color Images. - Iris Vanhamel; Hichem Sahli; Ioannis Pratikakis (ISMM, 2000)

Pattern Classification Based on a Piecewise Multi-linear Model for the Class Probability Densities. - Edgard Nyssen; Luc Van Kempen; Hichem Sahli (SSPR/SPR, 2000)

Scale space segmentation of color images using watersheds and fuzzy region merging. - Sokratis Makrogiannis; Iris Vanhamel; Hichem Sahli; Spiros Fotopoulos (ICIP (1), 2001)

Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds. - Iris Vanhamel; Ioannis Pratikakis; Hichem Sahli (Scale-Space, 2001)

A model-based approach to the automatic extraction of linear features from airborne images. - Antonis Katartzis; Hichem Sahli; Veselin Pizurica; Jan Cornelis 001 (IEEE Trans. Geosci. Remote. Sens., 2001)

A Multi-stage Online Signature Verification System. - Edgard Nyssen; Hichem Sahli; Kui Zhang (Pattern Anal. Appl., 2002)

Hierarchical segmentation via a diffusion scheme in color/texture feature space. - Iris Vanhamel; Antonis Katartzis; Hichem Sahli (ICIP (1), 2003)

Multiscale gradient watersheds of color images. - Iris Vanhamel; Ioannis Pratikakis; Hichem Sahli (IEEE Trans. Image Process., 2003)

Unsupervised Region-Based Image Retrieval. - Ioannis Pratikakis; Z. Efremedis; Basilios Gatos; Stavros J. Perantonis; Iris Vanhamel; Hichem Sahli (EWIMT, 2004)

Color-based visual servoing under varying illumination conditions. - Geert De Cubber; Sid Ahmed Berrabah; Hichem Sahli (Robotics Auton. Syst., 2004)

Improved thermal analysis of buried landmines. - Paula López Martinez 001; Luc Van Kempen; Hichem Sahli; Diego Cabello Ferrer (IEEE Trans. Geosci. Remote. Sens., 2004)

An Offline Bidirectional Tracking Scheme. - Tom Caljon; Valentin Enescu; Peter Schelkens; Hichem Sahli (ACIVS, 2005)

CoRoBA, an open framework for multi-sensor robotic system integration. - Eric Colon; Hichem Sahli (CIRA, 2005)

Active stereo vision-based mobile robot navigation for person tracking. - Valentin Enescu; Geert De Cubber; Kenny Cauwerts; Sid Ahmed Berrabah; Hichem Sahli; Marnix Nuttin (ICINCO, 2005)

Tele-robots with shared autonomy: tele-presence for high level operability. - Thomas Geerinck; Valentin Enescu; Ioan Alexandru Salomie; Sid Ahmed Berrabah; Kenny Cauwerts; Hichem Sahli (ICINCO, 2005)

Kernel-based head tracker for videophony. - Ilse Ravyse; Valentin Enescu; Hichem Sahli (ICIP (3), 2005)

A nonlinear multigrid diffusion model for efficient dense optical flow estimation. - Lixin Yang; Hichem Sahli (ICIP (1), 2005)

Watershed-Driven Region-Based Image Retrieval. - Ioannis Pratikakis; Iris Vanhamel; Hichem Sahli; Basilios Gatos; Stavros J. Perantonis (ISMM, 2005)

Watershed-based multiscale segmentation method for color images using automated scale selection. - Sokratis Makrogiannis; Iris Vanhamel; Spiros Fotopoulos; Hichem Sahli; Jan Cornelis 001 (J. Electronic Imaging, 2005)

A hierarchical Markovian model for multiscale region-based classification of vector-valued images. - Antonis Katartzis; Iris Vanhamel; Hichem Sahli (IEEE Trans. Geosci. Remote. Sens., 2005)

Facial Analysis and Synthesis Scheme. - Ilse Ravyse; Hichem Sahli (ACIVS, 2006)

MRF-Based Foreground Detection in Image Sequences from a Moving Camera. - Sid Ahmed Berrabah; Geert De Cubber; Valentin Enescu; Hichem Sahli (ICIP, 2006)

Multiscale Graph Theory Based Color Segmentation. - Iris Vanhamel; Ioannis Pratikakis; Hichem Sahli (ICIP, 2006)

Nonlinear Multiscale Graph Theory based Segmentation of Color Images. - Iris Vanhamel; Hichem Sahli; Ioannis Pratikakis (ICPR (2), 2006)

A framework for integrating MPEG-7 knowledge templates into video surveillance applications. - Mike Barais; Tom Caljon; Valentin Enescu; Hichem Sahli (MMSP, 2006)

DBN Based Models for Audio-Visual Speech Analysis and Recognition. - Ilse Ravyse; Dongmei Jiang; Xiaoyue Jiang; Guoyun Lv; Yunshu Hou; Hichem Sahli; Rongchun Zhao (PCM, 2006)

Active stereo vision-based mobile robot navigation for person tracking. - Valentin Enescu; Geert De Cubber; Kenny Cauwerts; Hichem Sahli; Eric Demeester; Dirk Vanhooydonck; Marnix Nuttin (Integr. Comput. Aided Eng., 2006)

Tele-robot with shared autonomy: Distributed navigation development framework. - Thomas Geerinck; Eric Colon; Sid Ahmed Berrabah; Kenny Cauwerts; Hichem Sahli (Integr. Comput. Aided Eng., 2006)

A Bayesian formulation of edge-stopping functions in nonlinear diffusion. - Aleksandra Pizurica; Iris Vanhamel; Hichem Sahli; Wilfried Philips; Antonis Katartzis (IEEE Signal Process. Lett., 2006)

Visual Tracking by Hypothesis Testing. - Valentin Enescu; Ilse Ravyse; Hichem Sahli (ACIVS, 2007)

Robust Shape-Based Head Tracking. - Yunshu Hou; Hichem Sahli; Ilse Ravyse; Yanning Zhang 001; Rongchun Zhao (ACIVS, 2007)

A Novel DBN Model for Large Vocabulary Continuous Speech Recognition and Phone Segmentation. - Guoyun Lv; Dongmei Jiang; Hichem Sahli; Rongchun Zhao; Werner Verhelst (Artificial Intelligence and Pattern Recognition, 2007)

Graph Cuts Approach to MRF Based Linear Feature Extraction in Satellite Images. - Anesto del-Toro-Almenares; Cosmin Mihai; Iris Vanhamel; Hichem Sahli (CIARP, 2007)

Region-Oriented Visual Attention Framework for Activity Detection. - Thomas Geerinck; Hichem Sahli (WAPCV, 2007)

Investigation of Time-Frequency Features for GPR Landmine Discrimination. - Timofey Grigorievich Savelyev; Luc Van Kempen; Hichem Sahli; Jürgen Sachs; Motoyuki Sato (IEEE Trans. Geosci. Remote. Sens., 2007)

Finite-Difference Methods and Validity of a Thermal Model for Landmine Detection With Soil Property Estimation. - Nguyen Trung Thành; Hichem Sahli; Dinh Nho Hao (IEEE Trans. Geosci. Remote. Sens., 2007)

Simple solution for visual servoing of camera-in-hand robots in the 3d Cartesian space. - Luis Hernández Santana; Rene Gonzalez; Hichem Sahli; Javier Gonzalez; Yoani Guerra (ICARCV, 2008)

A biomechanical model for image-based estimation of 3D face deformations. - Ilse Ravyse; Hichem Sahli (ICASSP, 2008)

Backward-Forward Combined Convolutive Blind Source Separation. - Xiaoyue Jiang; Hichem Sahli; Werner Verhelst; Yanning Zhang 001 (ISDA (3), 2008)

Multimodal Unit Selection for 2D Audiovisual Text-to-Speech Synthesis. - Wesley Mattheyses; Lukas Latacz; Werner Verhelst; Hichem Sahli (MLMI, 2008)

Accurate visual speech synthesis based on diviseme unit selection and concatenation. - Dongmei Jiang; Ilse Ravyse; Hichem Sahli; Yanning Zhang 001 (MMSP, 2008)

Modeling Attention and Perceptual Grouping to Salient Objects. - Thomas Geerinck; Hichem Sahli; David Henderickx; Iris Vanhamel; Valentin Enescu (WAPCV, 2008)

Speech driven realistic mouth animation based on multi-modal unit selection. - Dongmei Jiang; Ilse Ravyse; Hichem Sahli; Werner Verhelst (J. Multimodal User Interfaces, 2008)

A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image. - Antonis Katartzis; Hichem Sahli (IEEE Trans. Geosci. Remote. Sens., 2008)

A Nonlinear Iterative Reconstruction and Analysis Approach to Shape-Based Approximate Electromagnetic Tomography. - Naren Naik; Jerry Eriksson; Pieter de Groen; Hichem Sahli (IEEE Trans. Geosci. Remote. Sens., 2008)

Infrared Thermography for Buried Landmine Detection: Inverse Problem Setting. - Nguyen Trung Thành; Hichem Sahli; Dinh Nho Hao (IEEE Trans. Geosci. Remote. Sens., 2008)

Perception-Based Lighting Adjustment of Image Sequences. - Xiaoyue Jiang; Ping Fan; Ilse Ravyse; Hichem Sahli; Jianguo Huang; Rongchun Zhao; Yanning Zhang 001 (ACCV (3), 2009)

3D Face Alignment via Cascade 2D Shape Alignment and Constrained Structure from Motion. - Yunshu Hou; Ping Fan; Ilse Ravyse; Hichem Sahli (ACIVS, 2009)

Audio-Visual Emotion Recognition Based on a DBN Model with Constrained Asynchrony. - Danqi Chen 001; Dongmei Jiang; Ilse Ravyse; Hichem Sahli (ICIG, 2009)

Rule-Based Video Interpretation Framework: Application to Automated Surveillance. - Thomas Geerinck; Valentin Enescu; Ilse Ravyse; Hichem Sahli (ICIG, 2009)

A Visual Silence Detector Constraining Speech Source Separation. - Isabel Gonzalez; Ilse Ravyse; Henk Brouckxon; Werner Verhelst; Dongmei Jiang; Hichem Sahli (ICIG, 2009)

Smooth Adaptive Fitting of 3D Face Model for the Estimation of Rigid and Non-rigid Facial Motion in Video Sequences. - Yunshu Hou; Ping Fan; Ilse Ravyse; Valentin Enescu; Rongchun Zhao; Hichem Sahli (ICIG, 2009)

Video Realistic Mouth Animation Based on an Audio Visual DBN Model with Articulatory Features and Constrained Asynchrony. - Dongmei Jiang; Peizhen Liu; Ilse Ravyse; Hichem Sahli; Werner Verhelst (ICIG, 2009)

Manifold Analysis for Subject Independent Dynamic Emotion Recognition in Video Sequences. - Ping Fan; Dongmei Jiang; Fengna Wang; Ilse Ravyse; Hichem Sahli (ICIG, 2009)

Multispectral Data Classification based on Spectral Indices and Cascaded Fuzzy C-mean Classifiers. - Mohamed Jabloun; Cosmin Mihai; Iris Vanhamel; Thomas Geerinck; Hichem Sahli (IGARSS (3), 2009)

A Nonlinear Probabilistic Curvature Motion Filter for Positron Emission Tomography Images. - Musa Alrefaya; Hichem Sahli; Iris Vanhamel; Dinh Nho Hao (SSVM, 2009)

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images. - Iris Vanhamel; Cosmin Mihai; Hichem Sahli; Antonis Katartzis; Ioannis Pratikakis (Int. J. Comput. Vis., 2009)

Splitting-based conjugate gradient method for a multi-dimensional linear inverse heat conduction problem. - Dinh Nho Hao; Nguyen Trung Thành; Hichem Sahli (J. Comput. Appl. Math., 2009)

A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms. - Alexander Falcón-Ruiz; Juan Paz-Viera; Alberto Taboada-Crispí; Hichem Sahli (CIARP, 2010)

Hardware and software architecture for AUV based on low-cost sensors. - Alain Sebastian Martinez; Yidier Rodriguez; Luis Hernández Santana; Carlos Guerra; Hichem Sahli (ICARCV, 2010)

Realistic mouth animation based on an articulatory DBN model with constrained asynchrony. - Dongmei Jiang; Ilse Ravyse; Peizhen Liu; Hichem Sahli; Werner Verhelst (ICASSP, 2010)

Multi scale representation for remotely sensed images using fast anisotropic diffusion filtering. - Iris Vanhamel; Musa Alrefaya; Hichem Sahli (IGARSS, 2010)

Audio visual speech recognition based on multi-stream DBN models with Articulatory Features. - Dongmei Jiang; Peng Wu 008; Fengna Wang; Hichem Sahli; Werner Verhelst (ISCSLP, 2010)

Automatic recognition of lower facial action units. - Isabel Gonzalez; Hichem Sahli; Werner Verhelst (MB, 2010)

Estimating Quality Bounds of JPEG 2000 Compressed Leukocytes Images. - Alexander Falcón-Ruiz; Juan Paz-Viera; Hichem Sahli (MCPR, 2010)

Kalman Filter-Based Facial Emotional Expression Recognition. - Ping Fan; Isabel Gonzalez; Valentin Enescu; Hichem Sahli; Dongmei Jiang (ACII (1), 2011)

Context-Independent Facial Action Unit Recognition Using Shape and Gabor Phase Information. - Isabel Gonzalez; Hichem Sahli; Valentin Enescu; Werner Verhelst (ACII (1), 2011)

Audio Visual Emotion Recognition Based on Triple-Stream Dynamic Bayesian Network Models. - Dongmei Jiang; Yulu Cui; Xiaojing Zhang; Ping Fan; Isabel Gonzalez; Hichem Sahli (ACII (1), 2011)

Relevance Vector Machine Based Speech Emotion Recognition. - Fengna Wang; Werner Verhelst; Hichem Sahli (ACII (2), 2011)

Automatic Occlusion Removal from Facades for 3D Urban Reconstruction. - Chris Engels; David Tingdahl; Mathias Vercruysse; Tinne Tuytelaars; Hichem Sahli; Luc Van Gool (ACIVS, 2011)

Photo-realistic visual speech synthesis based on AAM features and an articulatory DBN model with constrained asynchrony. - Peng Wu 008; Dongmei Jiang; He Zhang; Hichem Sahli (AVSP, 2011)

Passive infrared technique for buried object detection and classification. - Nguyen Trung Thành; Dinh Nho Hao; Hichem Sahli (CVPR Workshops, 2011)

Application of density analysis for landmine risk mapping. - Aura Cecilia Alegria; Hichem Sahli; Esteban Zimányi (ICSDM, 2011)

Soil thickness zonation approach using Landsat ETM+, geological maps, DEM data, and field investigation. - Runqing Ye; Ruiqing Niu; Qiying Jiang; Hichem Sahli (IGARSS, 2011)

An Event-Based Conversational System for the Nao Robot. - Ivana Kruijff-Korbayová; Georgios Athanasopoulos; Aryel Beck; Piero Cosi; Heriberto Cuayáhuitl; Tomas Dekens; Valentin Enescu; Antoine Hiolle; Bernd Kiefer; Hichem Sahli; Marc Schröder 001; Giacomo Sommavilla; et al. (IWSDS, 2011)

A Hybrid Approach for Pap-Smear Cell Nucleus Extraction. - Maykel Orozco-Monteagudo; Hichem Sahli; Cosmin Mihai; Alberto Taboada-Crispí (MCPR, 2011)

A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising. - Yi Wang 021; Ruiqing Niu; Liangpei Zhang 001; Ke Wu 004; Hichem Sahli (EURASIP J. Adv. Signal Process., 2011)

Smooth adaptive fitting of 3D face model for the estimation of rigid and nonrigid facial motion in video sequences. - Yunshu Hou; Ping Fan; Ilse Ravyse; Valentin Enescu; Hichem Sahli (Signal Process. Image Commun., 2011)

Real-Time Dance Pattern Recognition Invariant to Anthropometric and Temporal Differences. - Meshia Cédric Oveneke; Valentin Enescu; Hichem Sahli (ACIVS, 2012)

Dimensional emotion driven facial expression synthesis based on the multi-stream DBN model. - Hao Wu; Dongmei Jiang; Yong Zhao; Hichem Sahli (APSIPA, 2012)

Adaptive nonlinear probabilistic filter for Positron Emission Tomography. - Musa Alrefaya; Hichem Sahli (BIBE, 2012)

A high resolution bladder wall map: Feasibility study. - Nikita Shevchenko; Johannes A. Fallert; Herbert Stepp; Hichem Sahli; Alexander Karl; Tim C. Lueth (EMBC, 2012)

Combined spatial point pattern analysis and remote sensing for assessing landmine affected areas. - Jonathan Cheung-Wai Chan; Aura Cecilia Alegria; Maria G. Veratelli; Marco Folegani; Hichem Sahli (IGARSS, 2012)

Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery. - Cosmin Lazar; Luca Demarchi; David Steenhoff; Jonathan Cheung-Wai Chan; Ann Nowé; Hichem Sahli (IGARSS, 2012)

Spoken language processing in a conversational system for child-robot interaction. - Ivana Kruijff-Korbayová; Heriberto Cuayáhuitl; Bernd Kiefer; Marc Schröder 001; Piero Cosi; Giulio Paci; Giacomo Sommavilla; Fabio Tesser; Hichem Sahli; Georgios Athanasopoulos; Weiyi Wang; Valentin Enescu; et al. (WOCCI, 2012)

Sparse and Non-sparse Multiple Kernel Learning for Recognition. - Mitchel Alioscha-Pérez; Hichem Sahli; Isabel Gonzalez; Alberto Taboada-Crispí (Computación y Sistemas, 2012)

Combined Hierarchical Watershed Segmentation and SVM Classification for Pap-Smear Cell Nucleus Extraction. - Maykel Orozco-Monteagudo; Cosmin Mihai; Hichem Sahli; Alberto Taboada-Crispí (Computación y Sistemas, 2012)

Impact of Urban Land-Cover Classification on Groundwater Recharge Uncertainty. - Eva M. Ampe; Iris Vanhamel; Elga Salvadore; Jef Dams; Imtiaz Bashir; Luca Demarchi; Jonathan Cheung-Wai Chan; Hichem Sahli; Frank Canters; Okke Batelaan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Hybrid Deep Neural Network-Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition. - Longfei Li; Yong Zhao; Dongmei Jiang; Yanning Zhang 001; Fengna Wang; Isabel Gonzalez; Valentin Enescu; Hichem Sahli (ACII, 2013)

Speech driven photo-realistic face animation with mouth and jaw dynamics. - Ying He; Yong Zhao; Dongmei Jiang; Hichem Sahli (APSIPA, 2013)

Oriented Polar Snakes for Phase Contrast Cell Images Segmentation. - Mitchel Alioscha-Pérez; Ronnie Willaert; Helene Tournu; Patrick Van Dijck; Hichem Sahli (CIARP (2), 2013)

Biologically Inspired Anomaly Detection in Pap-Smear Images. - Maykel Orozco-Monteagudo; Alberto Taboada-Crispí; Hichem Sahli (CIARP (2), 2013)

Towards Real-Time Continuous Emotion Recognition from Body Movements. - Weiyi Wang; Valentin Enescu; Hichem Sahli (HBU, 2013)

Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests. - Tao Zhu; Yanning Zhang 001; Peng Zhang 005; Wei Huang 013; Hichem Sahli (ACM Multimedia, 2013)

Dynamic Compressive Tracking. - Ting Chen 004; Yanning Zhang 001; Tao Yang 006; Hichem Sahli (MoMM, 2013)

Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface. - Georgios Patsis; Hichem Sahli; Werner Verhelst; Olga De Troyer (UMAP, 2013)

A Novel Adaptive Probabilistic Nonlinear Denoising Approach for Enhancing PET Data Sinogram. - Musa Alrefaya; Hichem Sahli (J. Appl. Math., 2013)

Multimodal continuous affect recognition based on LSTM and multiple kernel learning. - Jiamei Wei; Ercheng Pei; Dongmei Jiang; Hichem Sahli; Lei Xie 001; Zhonghua Fu (APSIPA, 2014)

Real-Time Emotion Recognition from Natural Bodily Expressions in Child-Robot Interaction. - Weiyi Wang; Georgios Athanasopoulos; Georgios Patsis; Valentin Enescu; Hichem Sahli (ECCV Workshops (3), 2014)

Behavioral accommodation towards a dance robot tutor. - Raquel Ros; Alexandre Coninx; Yiannis Demiris; Georgios Patsis; Valentin Enescu; Hichem Sahli (HRI, 2014)

Object Segmentation Based on Contour-Skeleton Duality. - Ling Cai; Fengna Wang; Valentin Enescu; Hichem Sahli (ICPR, 2014)

Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence. - Tao Zhuo; Peng Zhang 005; Yanning Zhang 001; Wei Huang 013; Hichem Sahli (ACM Multimedia, 2014)

Physiological Signal Processing for Emotional Feature Extraction. - Peng Wu 008; Dongmei Jiang; Hichem Sahli (PhyCS, 2014)

Natural emotion elicitation for emotion modeling in child-robot interactions. - Weiyi Wang; Georgios Athanasopoulos; Selma Yilmazyildiz; Georgios Patsis; Valentin Enescu; Hichem Sahli; Werner Verhelst; Antoine Hiolle; Matthew Lewis 001; Lola Cañamero (WOCCI, 2014)

Objectifying Facial Expressivity Assessment of Parkinson's Patients: Preliminary Study. - Peng Wu 008; Isabel Gonzalez; Georgios Patsis; Dongmei Jiang; Hichem Sahli; Eric Kerckhofs; Marie Vandekerckhove (Comput. Math. Methods Medicine, 2014)

Augmented Lagrangian-based approach for dense three-dimensional structure and motion estimation from binocular image sequences. - Geert De Cubber; Hichem Sahli (IET Comput. Vis., 2014)

A Segmentation Framework for phase Contrast and Fluorescence microscopy Images. - Mitchel Alioscha-Pérez; Ronnie Willaert; Hichem Sahli (Int. J. Pattern Recognit. Artif. Intell., 2014)

Speech driven photo realistic facial animation based on an articulatory DBN model and AAM features. - Dongmei Jiang; Yong Zhao; Hichem Sahli; Yanning Zhang 001 (Multim. Tools Appl., 2014)

Efficient Learning of Spatial Patterns with Multi-Scale Conditional Random Fields for Region-Based Classification. - Mitchel Alioscha-Pérez; Hichem Sahli (Remote. Sens., 2014)

Framework for combination aware AU intensity recognition. - Isabel Gonzalez; Werner Verhelst; Meshia Cédric Oveneke; Hichem Sahli; Dongmei Jiang (ACII, 2015)

Multimodal depression recognition with dynamic visual and audio cues. - Lang He; Dongmei Jiang; Hichem Sahli (ACII, 2015)

Monocular 3D facial information retrieval for automated facial expression analysis. - Meshia Cédric Oveneke; Isabel Gonzalez; Weiyi Wang; Dongmei Jiang; Hichem Sahli (ACII, 2015)

Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks. - Ercheng Pei; Le Yang 009; Dongmei Jiang; Hichem Sahli (ACII, 2015)

3D emotional facial animation synthesis with factored conditional Restricted Boltzmann Machines. - Yong Zhao; Dongmei Jiang; Hichem Sahli (ACII, 2015)

COACHES Cooperative Autonomous Robots in Complex and Human Populated Environments. - Luca Iocchi; Maria Teresa Lázaro; Laurent Jeanpierre; Abdel-Illah Mouaddib; Esra Erdem 001; Hichem Sahli (AI*IA, 2015)

Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks. - Lang He; Dongmei Jiang; Le Yang 009; Ercheng Pei; Peng Wu 008; Hichem Sahli (AVEC@ACM Multimedia, 2015)

Multi-Object Tracking in Airborne Video Imagery based on Compressive Tracking Detection Responses. - Ting Chen 004; Hichem Sahli; Yanning Zhang 001; Tao Yang 006 (MoMM, 2015)

Robust speaker localization for real-world robots. - Georgios Athanasopoulos; Werner Verhelst; Hichem Sahli (Comput. Speech Lang., 2015)

Recognition of facial actions and their temporal segments based on duration models. - Isabel Gonzalez; Francesco Cartella; Valentin Enescu; Hichem Sahli (Multim. Tools Appl., 2015)

Relevance units machine based dimensional and continuous speech emotion prediction. - Fengna Wang; Hichem Sahli; Junbin Gao; Dongmei Jiang; Werner Verhelst (Multim. Tools Appl., 2015)

Gibberish speech as a tool for the study of affective expressiveness for robotic agents. - Selma Yilmazyildiz; Werner Verhelst; Hichem Sahli (Multim. Tools Appl., 2015)

Continuous Change Detection and Classification Using Hidden Markov Model: A Case Study for Monitoring Urban Encroachment onto Farmland in Beijing. - Yuan Yuan 026; Yu Meng 002; Lei Lin 002; Hichem Sahli; Anzhi Yue; Jingbo Chen; Zhongming Zhao; Yun-long Kong; Dong-xu He (Remote. Sens., 2015)

Audio Visual Recognition of Spontaneous Emotions In-the-Wild. - Xiaohan Xia; Liyong Guo; Dongmei Jiang; Ercheng Pei; Le Yang 009; Hichem Sahli (CCPR (2), 2016)

Deep neural network and switching Kalman filter based continuous affect recognition. - Ercheng Pei; Xiaohan Xia; Le Yang 009; Dongmei Jiang; Hichem Sahli (ICME Workshops, 2016)

A hybrid land-use mapping approach based on multi-scale spatial context. - Jingbo Chen; Hichem Sahli; Jiansheng Chen; Chengyi Wang 001; Dong-xu He; Anzhi Yue (IGARSS, 2016)

Improving unsupervised flood detection with spatio-temporal context on HJ-1B CCD data. - Xiaoyi Liu; Jiancheng Li; Hichem Sahli; Yu Meng 002; Qingqing Huang (IGARSS, 2016)

Vehicles detection using GF-2 imagery based on watershed image segmentation. - Guofeng Wang; Yu Meng 002; Hichem Sahli; Anzhi Yue; Jiansheng Chen; Jingbo Chen; Dong-xu He; Bin Wu (IGARSS, 2016)

Decision Tree Based Depression Classification from Audio Video and Language Information. - Le Yang 009; Dongmei Jiang; Lang He; Ercheng Pei; Meshia Cédric Oveneke; Hichem Sahli (AVEC@ACM Multimedia, 2016)

Compressive Tracking based on Superpixel Segmentation. - Ting Chen 004; Hichem Sahli; Yanning Zhang 001; Tao Yang 006; Lingyan Ran (MoMM, 2016)

Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization. - Meshia Cédric Oveneke; Mitchel Aliosha-Pérez; Yong Zhao; Dongmei Jiang; Hichem Sahli (CoRR, 2016)

Tracking with dynamic weighted compressive model. - Ting Chen 004; Yanning Zhang 001; Tao Yang 006; Hichem Sahli (J. Vis. Commun. Image Represent., 2016)

A Robust Actin Filaments Image Analysis Framework. - Mitchel Alioscha-Pérez; Carine Benadiba; Katty Goossens; Sandor Kasas; Giovanni Dietler; Ronnie Willaert; Hichem Sahli (PLoS Comput. Biol., 2016)

Towards long-term social child-robot interaction: using multi-activity switching to engage young users. - Alexandre Coninx; Paul Baxter 001; Elettra Oleari; Sara Bellini; Bert P. B. Bierman; Olivier A. Blanson Henkemans; Lola Cañamero; Piero Cosi; Valentin Enescu; Raquel Ros Espinoza; Antoine Hiolle; Rémi Humbert; et al. (J. Hum. Robot Interact., 2016)

Adaptive Real-Time Emotion Recognition from Body Movements. - Weiyi Wang; Valentin Enescu; Hichem Sahli (ACM Trans. Interact. Intell. Syst., 2016)

DCNN and DNN based multi-modal depression recognition. - Le Yang 009; Dongmei Jiang; Wenjing Han; Hichem Sahli (ACII, 2017)

COACHES: An assistance multi-robot system in public areas. - Laurent Jeanpierre; Abdel-Illah Mouaddib; L. Locchi; Maria Teresa Lazaro; Andrea Pennisi; Hichem Sahli; Esra Erdem 001; Ezgi Demirel; Volkan Patoglu (ECMR, 2017)

Multimodal Measurement of Depression Using Deep Learning Models. - Le Yang 009; Dongmei Jiang; Xiaohan Xia; Ercheng Pei; Meshia Cédric Oveneke; Hichem Sahli (AVEC@ACM Multimedia, 2017)

Hybrid Depression Classification and Estimation from Audio Video and Text Information. - Le Yang 009; Hichem Sahli; Xiaohan Xia; Ercheng Pei; Meshia Cédric Oveneke; Dongmei Jiang (AVEC@ACM Multimedia, 2017)

Flood Inundation Mapping from Optical Satellite Images Using Spatiotemporal Context Learning and Modest AdaBoost. - Xiaoyi Liu; Hichem Sahli; Yu Meng 002; Qingqing Huang; Lei Lin 002 (Remote. Sens., 2017)

CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm. - Zhe Li 006; Yong Xia 001; Hichem Sahli (BICS, 2018)

Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures. - Le Yang 009; Yan Li; Haifeng Chen; Dongmei Jiang; Meshia Cédric Oveneke; Hichem Sahli (AVEC@MM, 2018)

Improving Bag-of-Visual-Words model using visual n-grams for human action classification. - Ruber Hernández-García; Julián Ramos Cózar; Nicolás Guil; Edel B. García Reyes; Hichem Sahli (Expert Syst. Appl., 2018)

Improved compressive tracking based on pixelwise learner. - Ting Chen 004; Hichem Sahli; Yanning Zhang 001; Tao Yang 006 (J. Electronic Imaging, 2018)

A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos. - Ting Chen 004; Andrea Pennisi; Zhi Li 041; Yanning Zhang 001; Hichem Sahli (Remote. Sens., 2018)

Hierarchical sparse coding framework for speech emotion recognition. - Diana Torres-Boza; Meshia Cédric Oveneke; Fengna Wang; Dongmei Jiang; Werner Verhelst; Hichem Sahli (Speech Commun., 2018)

Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation. - Meshia Cédric Oveneke; Isabel Gonzalez; Valentin Enescu; Dongmei Jiang; Hichem Sahli (IEEE Trans. Affect. Comput., 2018)

Audio Visual Multimodal Classification of Bipolar Disorder Episodes. - Yan Li; Le Yang 009; Haifeng Chen; Dongmei Jiang; Hichem Sahli (ACII Workshops, 2019)

FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. - Le Yang 009; Itir Önal Ertugrul; Jeffrey F. Cohn; Zakia Hammal; Dongmei Jiang; Hichem Sahli (ACII, 2019)

End-To-End Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries. - Mitchel Alioscha-Pérez; Meshia Cédric Oveneke; Abel Díaz Berenguer; Cédric Bertrand; Hichem Sahli (BNAIC/BENELEARN, 2019)

Paired Supervised Learning and Unsupervised Pretraining of CNN-Architecture for Violence Detection in Videos. - Abel Díaz Berenguer; Meshia Cédric Oveneke; Mitchel Alioscha-Pérez; Hichem Sahli (BNAIC/BENELEARN, 2019)

Politeness Detection in Speech for Human-Computer Interaction. - Selma Yilmazyildiz Kayaarma; Sherik Lehal; Hichem Sahli (BNAIC/BENELEARN, 2019)

Gesture Recognition with an FMCW Radar. - Habib-Ur-Rehman Khalid; Sofie Pollin; Thomas Gielen; Hans Cappelle; Miguel Glassée; André Bourdoux; Hichem Sahli (BNAIC/BENELEARN, 2019)

Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition. - Haifeng Chen; Yifan Deng; Shiwen Cheng; Yixuan Wang; Dongmei Jiang; Hichem Sahli (AVEC@MM, 2019)

A Multimodal Framework for State of Mind Assessment with Sentiment Pre-classification. - Yan Li; Tao Yang 006; Le Yang 009; Xiaohan Xia; Dongmei Jiang; Hichem Sahli (AVEC@MM, 2019)

GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition. - Abel Díaz Berenguer; Meshia Cédric Oveneke; Habib-Ur-Rehman Khalid; Mitchel Alioscha-Pérez; André Bourdoux; Hichem Sahli (IEEE Access, 2019)

CSA-DE/EDA: a Novel Bio-inspired Algorithm for Function Optimization and Segmentation of Brain MR Images. - Zhe Li 006; Yong Xia 001; Hichem Sahli (Cogn. Comput., 2019)

Continuous affect recognition with weakly supervised learning. - Ercheng Pei; Dongmei Jiang; Mitchel Alioscha-Pérez; Hichem Sahli (Multim. Tools Appl., 2019)

A video prediction approach for animating single face image. - Yong Zhao; Meshia Cédric Oveneke; Dongmei Jiang; Hichem Sahli (Multim. Tools Appl., 2019)

A New Framework for Modelling and Monitoring the Conversion of Cultivated Land to Built-up Land Based on a Hierarchical Hidden Semi-Markov Model Using Satellite Image Time Series. - Yuan Yuan 026; Lei Lin 002; Jingbo Chen; Hichem Sahli; Yixiang Chen 002; Chengyi Wang 001; Bin Wu (Remote. Sens., 2019)

Automatic Depression Analysis Using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding. - Lang He; Dongmei Jiang; Hichem Sahli (IEEE Trans. Multim., 2019)

Neural architecture search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards. - Mitchel Alioscha-Pérez; Abel Díaz Berenguer; Ercheng Pei; Meshia Cédric Oveneke; Hichem Sahli (ICAIIC, 2020)

MEMOS: A Multi-modal Emotion Stream Database for Temporal Spontaneous Emotional State Detection. - Yan Li 121; Xiaohan Xia; Dongmei Jiang; Hichem Sahli; Ramesh C. Jain (ICMI Companion, 2020)

Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling. - Xiaohan Xia; Dongmei Jiang; Hichem Sahli (IEEE Access, 2020)

Feature Augmenting Networks for Improving Depression Severity Estimation From Speech Signals. - Le Yang 009; Dongmei Jiang; Hichem Sahli (IEEE Access, 2020)

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. - Abel Díaz Berenguer; Hichem Sahli; Boris Joukovsky; Maryna Kvasnytsia; Ine Dirks; Mitchel Alioscha-Pérez; Nikos Deligiannis; Panagiotis Gonidakis; Sebastián Amador Sánchez; Redona Brahimetaj; Evgenia Papavasileiou; Jonathan Cheung-Wai Chan; et al. (CoRR, 2020)

An efficient model-level fusion approach for continuous affect recognition from audiovisual signals. - Ercheng Pei; Dongmei Jiang; Hichem Sahli (Neurocomputing, 2020)

SVRG-MKL: A Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems. - Mitchel Alioscha-Pérez; Meshia Cédric Oveneke; Hichem Sahli (IEEE Trans. Neural Networks Learn. Syst., 2020)

Aspect-based Sentiment Analysis with Weighted Relational Graph Attention Network. - Yingtao Huo; Dongmei Jiang; Hichem Sahli (ICMI Companion, 2021)

On the Generalization and Reliability of Single Radar-Based Human Activity Recognition. - Ali A. Gorji; Habib-Ur-Rehman Khalid; André Bourdoux; Hichem Sahli (IEEE Access, 2021)

Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN. - Yong Zhao; Le Yang 009; Ercheng Pei; Meshia Cédric Oveneke; Mitchel Alioscha-Pérez; Longfei Li; Dongmei Jiang; Hichem Sahli (Comput. Graph. Forum, 2021)

Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-realistic Perspective of Computer Vision. - Ali Safa; Hichem Sahli; André Bourdoux; Ilja Ocket; Francky Catthoor; Georges G. E. Gielen (CoRR, 2021)

Integrating Deep and Shallow Models for Multi-Modal Depression Analysis - Hybrid Architectures. - Le Yang 009; Dongmei Jiang; Hichem Sahli (IEEE Trans. Affect. Comput., 2021)

Context-Aware Human Trajectories Prediction via Latent Variational Model. - Abel Díaz Berenguer; Mitchel Alioscha-Pérez; Meshia Cédric Oveneke; Hichem Sahli (IEEE Trans. Circuits Syst. Video Technol., 2021)

Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition. - Haifeng Chen; Dongmei Jiang; Hichem Sahli (IEEE Trans. Multim., 2021)

Monocular 3D Facial Expression Features for Continuous Affect Recognition. - Ercheng Pei; Meshia Cédric Oveneke; Yong Zhao; Dongmei Jiang; Hichem Sahli (IEEE Trans. Multim., 2021)

Representation Learning with Information Theory to Detect COVID-19 and Its Severity. - Abel Díaz Berenguer; Tanmoy Mukherjee; Yifei Da; Matías Nicolás Bossa; Maryna Kvasnytsia; Jef Vandemeulebroucke; Nikos Deligiannis; Hichem Sahli (ECCV Workshops (7), 2022)

Uplink Payload Power Control in Cell-Free Communication and Radar Networks. - Adham Sakhnini; André Bourdoux; Mamoun Guenach; Hichem Sahli; Sofie Pollin (GLOBECOM, 2022)

A Target Detection Analysis in Cell-Free Massive MIMO Joint Communication and Radar Systems. - Adham Sakhnini; Mamoun Guenach; André Bourdoux; Hichem Sahli; Sofie Pollin (ICC, 2022)

Event Camera Data Classification Using Spiking Networks with Spike-Timing-Dependent Plasticity. - Ali Safa; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (IJCNN, 2022)

An Experimental Evaluation of Robust Near-Field Radar Localization Using a Massive MIMO Testbed. - Adham Sakhnini; Sibren De Bast; Mamoun Guenach; André Bourdoux; Hichem Sahli; Sofie Pollin (JC&S, 2022)

Non-parametric ODE-Based Disease Progression Model of Brain Biomarkers in Alzheimer's Disease. - Matías N. Bossa; Abel Díaz Berenguer; Hichem Sahli (MLCN@MICCAI, 2022)

Uncertainty-Aware Semi-Supervised Learning of 3D Face Rigging from Single Image. - Yong Zhao; Haifeng Chen; Hichem Sahli; Ke Lu 002; Dongmei Jiang (ACM Multimedia, 2022)

Learning to Encode Vision on the Fly in Unknown Environments: A Continual Learning SLAM Approach for Drones. - Ali Safa; Tim Verbelen; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (SSRR, 2022)

Multi-View CNN-LSTM Architecture for Radar-Based Human Activity Recognition. - Habib-Ur-Rehman Khalid; Ali A. Gorji; André Bourdoux; Sofie Pollin; Hichem Sahli (IEEE Access, 2022)

Continuously Learning to Detect People on the Fly: A Bio-inspired Visual System for Drones. - Ali Safa; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (CoRR, 2022)

Representation Learning with Information Theory for COVID-19 Detection. - Abel Díaz Berenguer; Tanmoy Mukherjee; Matias Bossa; Nikos Deligiannis; Hichem Sahli (CoRR, 2022)

Learning to SLAM on the Fly in Unknown Environments: A Continual Learning Approach for Drones in Visually Ambiguous Scenes. - Ali Safa; Tim Verbelen; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (CoRR, 2022)

A multi-scale multi-attention network for dynamic facial expression recognition. - Xiaohan Xia; Le Yang 009; Xiaoyong Wei; Hichem Sahli; Dongmei Jiang (Multim. Syst., 2022)

Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions. - Meshia Cédric Oveneke; Yong Zhao; Ercheng Pei; Abel Díaz Berenguer; Dongmei Jiang; Hichem Sahli (IEEE Trans. Affect. Comput., 2022)

Multipath Ghost Recognition for Indoor MIMO Radar. - Ruoyu Feng; Eddy De Greef; Maxim Rykunov; Hichem Sahli; Sofie Pollin; André Bourdoux (IEEE Trans. Geosci. Remote. Sens., 2022)

Near-Field Coherent Radar Sensing Using a Massive MIMO Communication Testbed. - Adham Sakhnini; Sibren De Bast; Mamoun Guenach; André Bourdoux; Hichem Sahli; Sofie Pollin (IEEE Trans. Wirel. Commun., 2022)

Machine Learning Techniques for the Diagnosis of Schizophrenia Based on Event-Related Potentials. - Elsa Santos Febles; Marlis Ontivero-Ortega; Michell Valdés Sosa; Hichem Sahli (Frontiers Neuroinformatics, 2022)

Multi-target tracking pipeline for MIMO-FMCW radars based on modified GM-PHD. - S. Hamed Javadi; Ruoyu Feng; André Bourdoux; Hichem Sahli (EUSIPCO, 2023)

Multi-view Infant Cry Classification. - Yadisbel Martinez-Cañete; Hichem Sahli; Abel Díaz Berenguer (IbPRIA, 2023)

A Review of Deep Learning Methods for Automated Clinical Coding. - Soha Sadat Mahdi; Nikos Deligiannis; Hichem Sahli (ICCAE, 2023)

Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning. - Ali Safa; Tim Verbelen; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (ICRA, 2023)

Chest X-Ray Imaging Severity Score of COVID-19 Pneumonia. - Eduardo Garea Llano; Abel Díaz Berenguer; Hichem Sahli; Evelio R. Gonzalez-Dalmau (MCPR, 2023)

COVID-19 Lesion Segmentation Framework for the Contrast-Enhanced CT in the Absence of Contrast-Enhanced CT Annotations. - Maryna Kvasnytsia; Abel Díaz Berenguer; Hichem Sahli; Jef Vandemeulebroucke (MILLanD@MICCAI, 2023)

Forward-Looking MIMO-SAR for Enhanced Radar Imaging in Autonomous Mobile Robots. - Adnan Albaba; Marc Bauduin; Tim Verbelen; Hichem Sahli; André Bourdoux (IEEE Access, 2023)

Region Attentive Action Unit Intensity Estimation With Uncertainty Weighted Multi-Task Learning. - Haifeng Chen; Dongmei Jiang; Yong Zhao; Xiaoyong Wei; Ke Lu 002; Hichem Sahli (IEEE Trans. Affect. Comput., 2023)

A Bayesian Filtering Framework for Continuous Affect Recognition From Facial Images. - Ercheng Pei; Yong Zhao; Meshia Cédric Oveneke; Dongmei Jiang; Hichem Sahli (IEEE Trans. Multim., 2023)

Dynamic multi-hypergraph structure learning for disease diagnosis on multimodal data. - Maxime Bollengier; Abel Díaz Berenguer; Hichem Sahli (EMBC, 2024)

Co-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes. - Soha Sadat Mahdi; Eirini Papagiannopoulou; Nikos Deligiannis; Hichem Sahli (ICASSP, 2024)

Reducing Bias in Sentiment Analysis Models Through Causal Mediation Analysis and Targeted Counterfactual Training. - Yifei Da; Matías Nicolás Bossa; Abel Díaz Berenguer; Hichem Sahli (IEEE Access, 2024)

Semi-supervised medical image classification via distance correlation minimization and graph attention regularization. - Abel Díaz Berenguer; Maryna Kvasnytsia; Matías Nicolás Bossa; Tanmoy Mukherjee; Nikos Deligiannis; Hichem Sahli (Medical Image Anal., 2024)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (Medical Image Anal., 2024)

Learned Parameter Compression for Efficient and Privacy-Preserving Federated Learning. - Yiming Chen; Lusine Abrahamyan; Hichem Sahli; Nikos Deligiannis (IEEE Open J. Commun. Soc., 2024)

STDP-Driven Development of Attention-Based People Detection in Spiking Neural Networks. - Ali Safa; Ilja Ocket; André Bourdoux; Hichem Sahli; Francky Catthoor; Georges G. E. Gielen (IEEE Trans. Cogn. Dev. Syst., 2024)

Long-Term Regional Influenza-Like-Illness Forecasting Using Exogenous Data. - Eirini Papagiannopoulou; Matías Nicolás Bossa; Nikos Deligiannis; Hichem Sahli (IEEE J. Biomed. Health Informatics, 2024)

High-dimensional item response theory analysis of patient-reported outcomes in total knee arthroplasty. - Abel Díaz Berenguer; Matías Nicolás Bossa; Julien Lebleu; Andries Pauwels; Hichem Sahli (npj Digit. Medicine, 2025)

Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT. - Ine Dirks; Matías Nicolás Bossa; Abel Díaz Berenguer; Tanmoy Mukherjee; Hichem Sahli; Nikos Deligiannis; Emma Verelst; Bart Ilsen; Simon Van Eyndhoven; Lucie Seyler; Arne Witdouck; Gilles Darcis; et al. (BMC Medical Informatics Decis. Mak., 2025)