Hichem Sahli

发表

DBN Based Models for Audio-Visual Speech Analysis and Recognition

Ilse Ravyse, Dongmei Jiang, Xiaoyue Jiang, 2006, PCM.

A Robust Actin Filaments Image Analysis Framework

Hichem Sahli, Mitchel Alioscha-Pérez, Carine Benadiba, 2016, PLoS Comput. Biol..

Development of a behaviour-based control and software architecture for a visually guided mine detection robot

Hichem Sahli, Daniela Doroftei, Eric Colon, 2009 .

Perception-Based Lighting Adjustment of Image Sequences

Ilse Ravyse, Xiaoyue Jiang, Hichem Sahli, 2009, ACCV.

Multimodal depression recognition with dynamic visual and audio cues

Dongmei Jiang, Hichem Sahli, Lang He, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Audio Visual Emotion Recognition Based on Triple-Stream Dynamic Bayesian Network Models

Dongmei Jiang, Hichem Sahli, Xiaojing Zhang, 2011, ACII.

TRISEME DECISION TREES IN THE CONTINUOUS SPEECH RECOGNITION SYSTEM FOR TALKING HEAD ANIMATION

Dongmei Jiang, Hichem Sahli, Rongchun Zhao, 2003 .

Context dependent viseme models for voice driven animation

Hichem Sahli, Xie Lei, Werner Verhelst, 2003, Proceedings EC-VIP-MC 2003. 4th EURASIP Conference focused on Video/Image Processing and Multimedia Communications (IEEE Cat. No.03EX667).

A Nonlinear Iterative Reconstruction and Analysis Approach to Shape-Based Approximate Electromagnetic Tomography

Hichem Sahli, Naren Naik, Jerry Eriksson, 2008, IEEE Transactions on Geoscience and Remote Sensing.

A High Efficient System for Traffic Mean Speed Estimation from MPEG Video

Hichem Sahli, Jian Wang, Fu Yuan Hu, 2009, 2009 International Conference on Artificial Intelligence and Computational Intelligence.

Automatic Occlusion Removal from Facades for 3D Urban Reconstruction

Luc Van Gool, Hichem Sahli, Tinne Tuytelaars, 2011, ACIVS.

Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface

Hichem Sahli, Werner Verhelst, Olga De Troyer, 2013, UMAP.

Tele-robot with shared autonomy: Distributed navigation development framework

Hichem Sahli, Eric Colon, Sid Ahmed Berrabah, 2006, Integr. Comput. Aided Eng..

Robust speaker localization for real-world robots

Hichem Sahli, Werner Verhelst, Georgios Athanasopoulos, 2015, Comput. Speech Lang..

W-band speckle contrast images for inspection of concealed objects

Hichem Sahli, Roger Vounckx, Irina Jaeger, 2007, SPIE Optical Metrology.

Remote Sensing Minefield Area Reduction: Semantic Knowledge-Based Image Understanding

Hichem Sahli, Jonathan Cheung-Wai Chan, F. J. Busto, 2004 .

A hierarchical Markovian model for multiscale region-based classification of vector-valued images

Hichem Sahli, Iris Vanhamel, Antonis Katartzis, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Detection of buildings from a single airborne image using a Markov random field model

Hichem Sahli, Jan Cornelis, E. Nyssen, 2001, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217).

Splitting-based conjugate gradient method for a multi-dimensional linear inverse heat conduction problem

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2009, J. Comput. Appl. Math..

A high resolution bladder wall map: Feasibility study

Hichem Sahli, Tim Lüth, Herbert Stepp, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Monocular 3D facial information retrieval for automated facial expression analysis

Dongmei Jiang, Hichem Sahli, Isabel Gonzalez, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Color-based visual servoing under varying illumination conditions

Hichem Sahli, Sid Ahmed Berrabah, Geert De Cubber, 2004, Robotics Auton. Syst..

Hardware and software architecture for AUV based on low-cost sensors

Hichem Sahli, Luis Hernández, Alain Sebastian Martinez, 2010, 2010 11th International Conference on Control Automation Robotics & Vision.

Thermal modelling for landmine detection: efficient numerical methods and soil parameter estimation

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2006, SPIE Defense + Commercial Sensing.

A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image

Hichem Sahli, Antonis Katartzis, H. Sahli, 2008, IEEE Transactions on Geoscience and Remote Sensing.

A COLOR CONSTANCY APPROACH FOR ILLUMINATION INVARIANT COLOR TARGET TRACKING

Hichem Sahli, Geert De Cubber, Hong Ping Eric Colon, 2002 .

Audio Visual Recognition of Spontaneous Emotions In-the-Wild

Dongmei Jiang, Hichem Sahli, Liyong Guo, 2016, CCPR.

Natural emotion elicitation for emotion modeling in child-robot interactions

Hichem Sahli, Lola Cañamero, Werner Verhelst, 2014, WOCCI.

Framework for combination aware AU intensity recognition

Dongmei Jiang, Hichem Sahli, Isabel Gonzalez, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Adaptive nonlinear probabilistic filter for Positron Emission Tomography

Hichem Sahli, Musa Alrefaya, 2012, 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE).

What can be expected from Computerised Image Analysis Techniques for Airborne Minefield Detection

Hichem Sahli, Jan Cornelis, A. Katartzis, 2007 .

Agricultural fields classification in semi-arid central Tunisia using SPOT 7 image

Hichem Sahli, Mitchel Alioscha-Perez, Ranya Mezzi, 2016, 2016 4th International Conference on Control Engineering & Information Technology (CEIT).

Visual Servoing under Changing Illumination Conditions

Hichem Sahli, Eric Colon, Yvan Baudoin, 2003 .

Infrared Thermography for Buried Landmine Detection: Inverse Problem Setting

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Three-Dimensional Multiscale Watershed Segmentation of MR Images

Hichem Sahli, Ioannis Pratikakis, Jan P.H. Cornelis, 2005 .

Anisotropic diffusion filtering steered by bayesian framework and a laplacian prior for ideal image gradient

Aleksandra Pizurica, Hichem Sahli, Wilfried Philips, 2005 .

Gibberish speech as a tool for the study of affective expressiveness for robotic agents

Hichem Sahli, Werner Verhelst, Selma Yilmazyildiz, 2014, Multimedia Tools and Applications.

Model-based car tracking through the integration of search and estimation

Hichem Sahli, Jan P.H. Cornelis, Mark J. W. Mertens, 1998, Defense, Security, and Sensing.

International Conference Sheds Light on Mine Action Trends and Concerns

Hichem Sahli, Jan Cornelis, 2004 .

Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence

Hichem Sahli, Yanning Zhang, Peng Zhang, 2014, ACM Multimedia.

Robust camera stabilization based on Motion Vectors

Hichem Sahli, Yanning Zhang, Lixin Yang, 2008 .

A model-based approach to the automatic extraction of linear features from airborne images

Hichem Sahli, Jan Cornelis, Antonis Katartzis, 2001, IEEE Trans. Geosci. Remote. Sens..

Multi-Sensor SLAM Approach for Robot Navigation

Hichem Sahli, Yvan Baudoin, Sid Ahmed Berrabah, 2010 .

GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition

André Bourdoux, Hichem Sahli, Mitchel Alioscha-Perez, 2019, IEEE Access.

Multispectral data classification based on spectral indices and cascaded fuzzy C-mean classifiers

Hichem Sahli, Cosmin Mihai, Thomas Geerinck, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Continuous Change Detection and Classification Using Hidden Markov Model: A Case Study for Monitoring Urban Encroachment onto Farmland in Beijing

Hichem Sahli, Yu Meng, Jingbo Chen, 2015, Remote. Sens..

Physiological Signal Processing for Emotional Feature Extraction

Dongmei Jiang, Hichem Sahli, Peng Wu, 2018, PhyCS.

COACHES: An assistance multi-robot system in public areas

Hichem Sahli, Esra Erdem, Maria Teresa Lazaro, 2017, 2017 European Conference on Mobile Robots (ECMR).

Smooth Adaptive Fitting of 3D Face Model for the Estimation of Rigid and Non-rigid Facial Motion in Video Sequences

Ilse Ravyse, Yunshu Hou, Hichem Sahli, 2009, 2009 Fifth International Conference on Image and Graphics.

SPREEKPAD: Audiovisual Technology for Pronunciation Training

Ilse Ravyse, Hichem Sahli, Werner Verhelst, 2008 .

A Novel DBN Model for Large Vocabulary Continuous Speech Recognition and Phone Segmentation

Dongmei Jiang, Guoyun Lv, Hichem Sahli, 2007, Artificial Intelligence and Pattern Recognition.

Study on the State of the Art in the EU related to humanitarian demining technology, products and practice

Hichem Sahli, Jean-Daniel Nicoud, Jan Cornelis, 1999 .

Feature Augmenting Networks for Improving Depression Severity Estimation From Speech Signals

Hichem Sahli, Le Yang, Dongmei Jiang, 2020, IEEE Access.

Visual-based simultaneous localization and mapping and global positioning system correction for geo-localization of a mobile robot

Hichem Sahli, Sid Ahmed Berrabah, Yvan Baudoin, 2011 .

Combined spatial point pattern analysis and remote sensing for assessing landmine affected areas

Hichem Sahli, Jonathan Cheung-Wai Chan, Aura Cecilia Alegria, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Hierarchical segmentation via a diffusion scheme in color/texture feature space

Hichem Sahli, Iris Vanhamel, Antonis Katartzis, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Decision Tree Based Depression Classification from Audio Video and Language Information

Dongmei Jiang, Hichem Sahli, Lang He, 2016, AVEC@ACM Multimedia.

Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks

Dongmei Jiang, Hichem Sahli, Le Yang, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images

Hichem Sahli, Antonis Katartzis, Veselin Pizurica, 2000, ISMM.

An Offline Bidirectional Tracking Scheme

Hichem Sahli, Peter Schelkens, Valentin Enescu, 2005, ACIVS.

Audio visual speech recognition based on multi-stream DBN models with Articulatory Features

Dongmei Jiang, Hichem Sahli, Werner Verhelst, 2010, 2010 7th International Symposium on Chinese Spoken Language Processing.

Audio-Visual Signal Processing: Speech and emotion processing for human-machine interaction

Ilse Ravyse, Hichem Sahli, Wesley Mattheyses, 2006 .

Hazard Mapping of Landmines and ERW Using Geo-Spatial Techniques

Hichem Sahli, Esteban Zimányi, Jan Cornelis, 2017 .

GPR antipersonnel mine detection: improved deconvolution and time-frequency feature extraction

Hichem Sahli, Timofei G. Savelyev, Luc van Kempen, 2003, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Anti personal mines, a world-wide problem: from political conscience towards humanitarian, research and industrial action

Hichem Sahli, M. Acheroy, Jan P.H. Cornelis, 1996 .

Object Segmentation Based on Contour-Skeleton Duality

Hichem Sahli, Ling Cai, Fengna Wang, 2014, 2014 22nd International Conference on Pattern Recognition.

Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds

Hichem Sahli, Ioannis Pratikakis, Iris Vanhamel, 2001, Scale-Space.

COACHES Cooperative Autonomous Robots in Complex and Human Populated Environments

Hichem Sahli, Esra Erdem, Maria Teresa Lazaro, 2015, AI*IA.

Unsupervised Region-Based Image Retrieval

Hichem Sahli, Ioannis Pratikakis, Stavros J. Perantonis, 2004, EWIMT.

Automatic Depression Analysis Using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding

Hichem Sahli, Lang He, Dongmei Jiang, 2019, IEEE Transactions on Multimedia.

Triseme decision trees in the continuous speech recognition system for a talking head

Hichem Sahli, Rongchun Zhao, Lei Xie, 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

Multimodal Unit Selection for 2D Audiovisual Text-to-Speech Synthesis

Hichem Sahli, Wesley Mattheyses, Lukas Latacz, 2008, MLMI.

Backward-Forward Combined Convolutive Blind Source Separation

Xiaoyue Jiang, Hichem Sahli, Yanning Zhang, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Passive infrared technique for buried object detection and classification

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2011, CVPR 2011 WORKSHOPS.

A Bayesian formulation of edge-stopping functions in nonlinear diffusion

Aleksandra Pizurica, Hichem Sahli, Wilfried Philips, 2006, IEEE Signal Processing Letters.

Combining Dense Structure from Motion and Visual SLAM in a Behavior-Based Robot Control Architecture

Hichem Sahli, Daniela Doroftei, Yvan Baudoin, 2010 .

Neural architecture search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards

Hichem Sahli, Mitchel Alioscha-Perez, Ercheng Pei, 2020, 2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC).

A Multi-stage Online Signature Verification System

Hichem Sahli, Kui Zhang, Edgard Nyssen, 2002, Pattern Analysis & Applications.

CoRoBA, an open framework for multi-sensor robotic system integration

Hichem Sahli, Eric Colon, 2005, 2005 International Symposium on Computational Intelligence in Robotics and Automation.

A video prediction approach for animating single face image

Dongmei Jiang, Hichem Sahli, Yong Zhao, 2018, Multimedia Tools and Applications.

Multi scale representation for remotely sensed images using fast anisotropic diffusion filtering

Hichem Sahli, Iris Vanhamel, Musa Alrefaya, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Application of density analysis for landmine risk mapping

Hichem Sahli, Esteban Zimányi, Aura Cecilia Alegria, 2011, Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services.

Success Case Studies & Technology Transfer Bottlenecks in Humanitarian Demining EU-funded Research: Examples from the EC DELVE Project (Extended abstract)

Hichem Sahli, H.M.A. Schleijpen, E. den Breejen, 2008 .

Multiscale Graph Theory Based Color Segmentation

Hichem Sahli, Ioannis Pratikakis, Iris Vanhamel, 2006, 2006 International Conference on Image Processing.

Deep neural network and switching Kalman filter based continuous affect recognition

Dongmei Jiang, Hichem Sahli, Le Yang, 2016, 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos

Hichem Sahli, Ting Chen, Yanning Zhang, 2018, Remote. Sens..

Manifold Analysis for Subject Independent Dynamic Emotion Recognition in Video Sequences

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2009, ICIG.

Learning dynamic data models

Hichem Sahli, Bart Jansen, Jan Lemeire, 2010 .

Multi-Object Tracking in Airborne Video Imagery based on Compressive Tracking Detection Responses

Hichem Sahli, Ting Chen, Yanning Zhang, 2015, MoMM.

Video Emotion Recognition using Hand-Crafted and Deep Learning Features

Dongmei Jiang, Hichem Sahli, Tao Yang, 2018, 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia).

Audio Visual Speech Recognition and Segmentation Based on DBN Models

Ilse Ravyse, Xiaoyue Jiang, Guoyun Lv, 2007 .

Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation

Dongmei Jiang, Hichem Sahli, Isabel Gonzalez, 2018, IEEE Transactions on Affective Computing.

Context-Aware Human Trajectories Prediction via Latent Variational Model

Hichem Sahli, Mitchel Alioscha-Perez, Meshia Cédric Oveneke, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests

Hichem Sahli, Wei Huang, Yanning Zhang, 2013, MM '13.

New results on clutter reduction and parameter estimation for land mine detection using GPR

Hichem Sahli, Jan P. Cornelis, Luc M. van Kempen, 2000, International Conference on Ground Penetrating Radar.

Impact of Urban Land-Cover Classification on Groundwater Recharge Uncertainty

Hichem Sahli, Jonathan Cheung-Wai Chan, Frank Canters, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Robust Shape-Based Head Tracking

Ilse Ravyse, Yunshu Hou, Hichem Sahli, 2007, ACIVS.

Objectifying Facial Expressivity Assessment of Parkinson's Patients: Preliminary Study

Dongmei Jiang, Hichem Sahli, Isabel Gonzalez, 2014, Comput. Math. Methods Medicine.

A hybrid land-use mapping approach based on multi-scale spatial context

Hichem Sahli, Chengyi Wang, Jingbo Chen, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Convolutional Long Short-Term Memory Networks for Doppler-Radar Based Target Classification

André Bourdoux, Sofie Pollin, Hichem Sahli, 2019, 2019 IEEE Radar Conference (RadarConf).

SENSOR INTEGRATION ON A MOBILE ROBOT

Hichem Sahli, F. Decroos, Geert De Cubber, 2002 .

Stand-off thermal IR minefield survey: system concept and experimental results

Hichem Sahli, Lixin Yang, Frank Cremer, 2005, SPIE Defense + Commercial Sensing.

Multimodal continuous affect recognition based on LSTM and multiple kernel learning

Dongmei Jiang, Hichem Sahli, Lei Xie, 2014, Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2014 Asia-Pacific.

Kalman Filter-Based Facial Emotional Expression Recognition

Dongmei Jiang, Hichem Sahli, Ping Fan, 2011, ACII.

Tracking with dynamic weighted compressive model

Hichem Sahli, Ting Chen, Yanning Zhang, 2016, J. Vis. Commun. Image Represent..

A framework for integrating MPEG-7 knowledge templates into video surveillance applications

Hichem Sahli, Valentin Enescu, Tom Caljon, 2006, 2006 IEEE Workshop on Multimedia Signal Processing.

Energy Minimisation Methods for Static and Dynamic Curve Matching

Hichem Sahli, E. Nyssen, Bart Truyen, 2003 .

A Simulator for Optical Parallel Computer Architectures

Hichem Sahli, Jan Cornelis, N. Langloh, 1995 .

Detection of perturbations in thermal IR signatures: an inverse problem for buried land mine detection

Hichem Sahli, Diego Cabello, Paula Lopez, 2003, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images

Hichem Sahli, Cosmin Mihai, Ioannis Pratikakis, 2007, SSVM.

Improving unsupervised flood detection with spatio-temporal context on HJ-1B CCD data

Hichem Sahli, Yu Meng, Qingqing Huang, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Achievements and bottlenecks in humanitarian demining EU-funded research: final results from the EC DELVE project

Hichem Sahli, Claudio Bruschini, Eric den Breejen, 2008, SPIE Defense + Commercial Sensing.

Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures

Dongmei Jiang, Hichem Sahli, Yan Li, 2018, AVEC@MM.

Speech driven photo-realistic face animation with mouth and jaw dynamics

Dongmei Jiang, Hichem Sahli, Yong Zhao, 2013, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference.

Rule-Based Video Interpretation Framework: Application to Automated Surveillance

Ilse Ravyse, Hichem Sahli, Thomas Geerinck, 2009, 2009 Fifth International Conference on Image and Graphics.

Photo-realistic visual speech synthesis based on AAM features and an articulatory DBN model with constrained asynchrony

Dongmei Jiang, Hichem Sahli, He Zhang, 2011, AVSP.

Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks

Dongmei Jiang, Hichem Sahli, Lang He, 2015, AVEC@ACM Multimedia.

Adaptive Real-Time Emotion Recognition from Body Movements

Hichem Sahli, Weiyi Wang, Valentin Enescu, 2016, TIIS.

CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm

Hichem Sahli, Yong Xia, Zhe Li, 2018, BICS.

A multi-stream bimodal continuous speech recognition system using datasieve based features

Hichem Sahli, Rongchun Zhao, Lei Xie, 2003, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693).

Finite-Difference Methods and Validity of a Thermal Model for Landmine Detection With Soil Property Estimation

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Eye activity detection and recognition using morphological scale-space decomposition

Ilse Ravyse, Hichem Sahli, Marcel J. T. Reinders, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Smooth adaptive fitting of 3D face model for the estimation of rigid and nonrigid facial motion in video sequences

Ilse Ravyse, Yunshu Hou, Hichem Sahli, 2011, Signal Process. Image Commun..

MRF-Based Foreground Detection in Image Sequences from a Moving Camera

Hichem Sahli, Sid Ahmed Berrabah, Geert De Cubber, 2006, 2006 International Conference on Image Processing.

3D Face Alignment via Cascade 2D Shape Alignment and Constrained Structure from Motion

Ilse Ravyse, Yunshu Hou, Hichem Sahli, 2009, ACIVS.

Hybrid Depression Classification and Estimation from Audio Video and Text Information

Dongmei Jiang, Hichem Sahli, Le Yang, 2017, AVEC@ACM Multimedia.

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

Yixiang Chen, Hichem Sahli, Chengyi Wang, 2019, Remote. Sens..

ARC: A camcopter based mine field detection system

Klamer Schutte, Hichem Sahli, F. J. Varas, 2001 .

Développement d'une architecture logicielle de contrôle basée sur les comportements appliquée à un robot de détection de mines

Hichem Sahli, Daniela Doroftei, Eric Colon, 2009 .

Improved compressive tracking based on pixelwise learner

Hichem Sahli, Ting Chen, Yanning Zhang, 2018, J. Electronic Imaging.

Speech driven photo realistic facial animation based on an articulatory DBN model and AAM features

Dongmei Jiang, Hichem Sahli, Yong Zhao, 2013, Multimedia Tools and Applications.

Signal processing and pattern recognition methods for radar AP mine detection and identification

Hichem Sahli, E. Nyssen, Jan P.H. Cornelis, 1998 .

A Bayesian Approach for Color Constancy based Visual Servoing

Hichem Sahli, Sid Ahmed Berrabah, Geert De Cubber, 2003 .

Relevance units machine based dimensional and continuous speech emotion prediction

Dongmei Jiang, Hichem Sahli, Junbin Gao, 2014, Multimedia Tools and Applications.

Hidden Semi-Markov Models for Predictive Maintenance

Hichem Sahli, Jan Lemeire, Francesco Cartella, 2015 .

SLAM for robotic assistance to fire-fighting services

Hichem Sahli, Yvan Baudoin, Sid Ahmed Berrabah, 2010, 2010 8th World Congress on Intelligent Control and Automation.

Automatic recognition of lower facial action units

Hichem Sahli, Isabel Gonzalez, Werner Verhelst, 2010, MB '10.

Real-Time Emotion Recognition from Natural Bodily Expressions in Child-Robot Interaction

Hichem Sahli, Yorgos Patsis, Weiyi Wang, 2014, ECCV Workshops.

Nonlinear Multiscale Graph Theory based Segmentation of Color Images

Hichem Sahli, Ioannis Pratikakis, Iris Vanhamel, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Dimensional emotion driven facial expression synthesis based on the multi-stream DBN model

Hao Wu, Dongmei Jiang, Hichem Sahli, 2012, Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference.

Micro-Doppler feature extraction using convolutional auto-encoders for low latency target classification

André Bourdoux, Hichem Sahli, Meshia Cédric Oveneke, 2017, 2017 IEEE Radar Conference (RadarConf).

Phase-angle-based EMI object discrimination and analysis of data from a commercial differential two-frequency system

Hichem Sahli, Claudio Bruschini, 2000, Defense, Security, and Sensing.

Dynamic Compressive Tracking

Hichem Sahli, Ting Chen, Yanning Zhang, 2013, MoMM '13.

MEMOS: A Multi-modal Emotion Stream Database for Temporal Spontaneous Emotional State Detection

Hichem Sahli, Ramesh Jain, Yan Li, 2020, ICMI Companion.

On-Chip Living-Cell Microarrays for Network Biology

Hichem Sahli, Ronnie Willaert, H. Sahli, 2011 .

Modeling Attention and Perceptual Grouping to Salient Objects

Hichem Sahli, Thomas Geerinck, David Henderickx, 2008, WAPCV.

A biomechanical model for image-based estimation of 3D face deformations

Ilse Ravyse, Hichem Sahli, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Soil thickness zonation approach using Landsat ETM+, geological maps, DEM data, and field investigation

Hichem Sahli, Ruiqing Niu, Qiying Jiang, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A Visual Silence Detector Constraining Speech Source Separation

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2009, 2009 Fifth International Conference on Image and Graphics.

Outdoor Terrain Traversability Analysis for Robot Navigation using a Time-Of-Flight Camera

Hichem Sahli, Daniela Doroftei, Yvan Baudoin, 2011 .

Vision-based 2D and 3D Control of Robot Manipulators

Hichem Sahli, Luis Hernández, Rene Gonzalez, 2010 .

Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery

Hichem Sahli, Jonathan Cheung-Wai Chan, Ann Nowé, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

3D emotional facial animation synthesis with factored conditional Restricted Boltzmann Machines

Dongmei Jiang, Hichem Sahli, Yong Zhao, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Accurate visual speech synthesis based on diviseme unit selection and concatenation

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2008, 2008 IEEE 10th Workshop on Multimedia Signal Processing.

Scale space segmentation of color images using watersheds and fuzzy region merging

Hichem Sahli, Sokratis Makrogiannis, Spiros Fotopoulos, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Vehicles detection using GF-2 imagery based on watershed image segmentation

Hichem Sahli, Yu Meng, Guofeng Wang, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling

Hichem Sahli, Xiaohan Xia, Dongmei Jiang, 2020, IEEE Access.

A nonlinear multigrid diffusion model for efficient dense optical flow estimation

Hichem Sahli, Lixin Yang, 2005, ICIP.

Primary study in adaptive clutter reduction and buried minelike target enhancement from GPR data

Hichem Sahli, Luc M. van Kempen, John W. Brooks, 2000, Defense, Security, and Sensing.

Video Realistic Mouth Animation Based on an Audio Visual DBN Model with Articulatory Features and Constrained Asynchrony

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2009, 2009 Fifth International Conference on Image and Graphics.

Recognition of facial actions and their temporal segments based on duration models

Hichem Sahli, Isabel Gonzalez, Francesco Cartella, 2014, Multimedia Tools and Applications.

Low level image partitioning guided by the gradient watershed hierarchy

Hichem Sahli, Ioannis Pratikakis, Jan Cornelis, 1999, Signal Process..

Multiscale gradient watersheds of color images

Hichem Sahli, Ioannis Pratikakis, Iris Vanhamel, 2003, IEEE Trans. Image Process..

Compressive Tracking based on Superpixel Segmentation

Hichem Sahli, Ting Chen, Yanning Zhang, 2016, MoMM.

Audio Visual Multimodal Classification of Bipolar Disorder Episodes

Hichem Sahli, Le Yang, Dongmei Jiang, 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW).

Region-Oriented Visual Attention Framework for Activity Detection

Hichem Sahli, Thomas Geerinck, H. Sahli, 2008, WAPCV.

Kernel-based head tracker for videophony

Ilse Ravyse, Hichem Sahli, Valentin Enescu, 2005, IEEE International Conference on Image Processing 2005.

Joint applications across distributed, KEO like, systems

Hichem Sahli, Mihai Datcu, Javier Busto, 2008 .

Multimodal Measurement of Depression Using Deep Learning Models

Dongmei Jiang, Hichem Sahli, Le Yang, 2017, AVEC@ACM Multimedia.

Online Adaptive Bearings Condition Assessment Using Continuous Hidden Markov Models

Hichem Sahli, Francesco Cartella, 2015 .

FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection

Dongmei Jiang, Hichem Sahli, Jeffrey F. Cohn, 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII).

Pattern Classification Based on a Piecewise Multi-linear Model for the Class Probability Densities

Hichem Sahli, Edgard Nyssen, Luc Van Kempen, 2000, SSPR/SPR.

EUDEM: The European Union in Humanitarian Demining

Hichem Sahli, Jan Cornelis, Claudio Bruschini, 2016 .

Simple solution for visual servoing of camera-in-hand robots in the 3d Cartesian space

Hichem Sahli, Javier González, Luis Hernández, 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.

Olive Tree Classification and Inventory with Medium Resolution Multi-spectral Satellite Imagery

Hichem Sahli, Mitchel Alioscha-Perez, Adel Zouabi, 2020 .

Context-Independent Facial Action Unit Recognition Using Shape and Gabor Phase Information

Hichem Sahli, Isabel Gonzalez, Werner Verhelst, 2011, ACII.

Eudem2: the Europea Union in humanitarian demining. State-of-the-art on humanitarian demining technologies, products, services and practices in Europe

Hichem Sahli, Claudio Bruschini, Jerzy Wtorek, 2003 .

Millimeter wave inspection of concealed objects

Hichem Sahli, Roger Vounckx, Irina Jaeger, 2007 .

Watershed-Driven Region-Based Image Retrieval

Hichem Sahli, Ioannis Pratikakis, Stavros J. Perantonis, 2005, ISMM.

Flood Inundation Mapping from Optical Satellite Images Using Spatiotemporal Context Learning and Modest AdaBoost

Hichem Sahli, Yu Meng, Qingqing Huang, 2017, Remote. Sens..

Mine detection by means of dynamic thermography: simulation and experiments

Hichem Sahli, M. Acheroy, Dragomir Milojevic, 1998 .

Augmented Lagrangian-based approach for dense three-dimensional structure and motion estimation from binocular image sequences

Hichem Sahli, Geert De Cubber, 2014, IET Comput. Vis..

Dynamic model for an autonomous underwater vehicle based on experimental data

Hichem Sahli, Luis Hernández, Yidier Rodriguez, 2013 .

Real-Time Dance Pattern Recognition Invariant to Anthropometric and Temporal Differences

Hichem Sahli, Meshia Cédric Oveneke, Valentin Enescu, 2012, ACIVS.

Speech driven realistic mouth animation based on multi-modal unit selection

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2009, Journal on Multimodal User Interfaces.

Online adaptive learning of Left-Right Continuous HMM for bearings condition assessment

Hichem Sahli, Francesco Cartella, Tingting Liu, 2012 .

A Segmentation Framework for phase Contrast and Fluorescence microscopy Images

Hichem Sahli, Mitchel Alioscha-Pérez, Ronnie Willaert, 2014, Int. J. Pattern Recognit. Artif. Intell..

Tele-robots with shared autonomy: tele-presence for high level operability

Hichem Sahli, Ioan Alexandru Salomie, Sid Ahmed Berrabah, 2005, ICINCO.

Hierarchical sparse coding framework for speech emotion recognition

Dongmei Jiang, Hichem Sahli, Werner Verhelst, 2018, Speech Commun..

Using the adjoint method for solving the nonlinear GPR inverse problem

Hichem Sahli, Dinh Nho Hào, Luc van Kempen, 2006, SPIE Defense + Commercial Sensing.

A Novel Adaptive Probabilistic Nonlinear Denoising Approach for Enhancing PET Data Sinogram

Hichem Sahli, Musa Alrefaya, 2013, J. Appl. Math..

Audio-Visual Emotion Recognition Based on a DBN Model with Constrained Asynchrony

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2009, 2009 Fifth International Conference on Image and Graphics.

Watershed Analysis and Relaxation Labelling: A cooperative approach for the interpretation of Cranial-MR images using a Statistical Digital Atlas

Hichem Sahli, Ioannis Pratikakis, Jan Cornelis, 1996, ISMM.

Diseño de AUV.Arquitectura de hardware y software

Hichem Sahli, Jorge Lemus, Luis Hernández, 2013 .

Relevance Vector Machine Based Speech Emotion Recognition

Hichem Sahli, Werner Verhelst, Fengna Wang, 2011, ACII.

Combined GPS/INS/WSS integration and visual SLAM for geo-localization of a mobile robot

Hichem Sahli, Yvan Baudoin, Sid Ahmed Berrabah, 2011, 2011 IEEE International Conference on Mechatronics.

A Nonlinear Probabilistic Curvature Motion Filter for Positron Emission Tomography Images

Hichem Sahli, Dinh Nho Hào, Iris Vanhamel, 2009, SSVM.

DCNN and DNN based multi-modal depression recognition

Dongmei Jiang, Hichem Sahli, Le Yang, 2017, 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII).

Watershed-based multiscale segmentation method for color images using automated scale selection

Hichem Sahli, Jan Cornelis, Sokratis Makrogiannis, 2005, J. Electronic Imaging.

Visual Tracking by Hypothesis Testing

Ilse Ravyse, Hichem Sahli, Valentin Enescu, 2007, ACIVS.

Realistic mouth animation based on an articulatory DBN model with constrained asynchrony

Ilse Ravyse, Dongmei Jiang, Hichem Sahli, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images

Hichem Sahli, Cosmin Mihai, Ioannis Pratikakis, 2009, International Journal of Computer Vision.

CoRoBa, a Multi Mobile Robot Control and Simulation Framework

Hichem Sahli, Eric Colon, Yvan Baudoin, 2006 .

Motion and structure from combined optical flow: correspondences approach

Hichem Sahli, Ioannis Pratikakis, Lixin Yang, 1999, Defense, Security, and Sensing.

Investigation of Time–Frequency Features for GPR Landmine Discrimination

Motoyuki Sato, Hichem Sahli, Jürgen Sachs, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Integrating Deep and Shallow Models for Multi-Modal Depression Analysis—Hybrid Architectures

Hichem Sahli, Le Yang, Dongmei Jiang, 2018, IEEE Transactions on Affective Computing.

REMOTE SENSING MINEFIELD AREA REDUCTION: MODEL-BASED APPROACHES FOR THE EXTRACTION OF MINEFIELD INDICATORS

Hichem Sahli, Iris Vanhamel, Antonis Katartzis, 2004 .

Radar-camera Fusion for Road Target Classification

André Bourdoux, Hichem Sahli, Maxim Rykunov, 2020, 2020 IEEE Radar Conference (RadarConf20).

Continuous affect recognition with weakly supervised learning

Dongmei Jiang, Hichem Sahli, Mitchel Alioscha-Perez, 2019, Multimedia Tools and Applications.

Behavioral Accommodation towards a Dance Robot Tutor

Hichem Sahli, Yiannis Demiris, Raquel Ros, 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

Facial Analysis and Synthesis Scheme

Ilse Ravyse, Hichem Sahli, H. Sahli, 2006, ACIVS.

Semantic risk estimation of suspected minefields based on spatial relationships analysis of minefield indicators from multi-level remote sensing imagery

Hichem Sahli, Jonathan Cheung-Wai Chan, Yuhang Wang, 2005, SPIE Defense + Commercial Sensing.

Graph Cuts Approach to MRF Based Linear Feature Extraction in Satellite Images

Hichem Sahli, Cosmin Mihai, Iris Vanhamel, 2007, CIARP.

Towards Real-Time Continuous Emotion Recognition from Body Movements

Hichem Sahli, Weiyi Wang, Valentin Enescu, 2013, HBU.

Multidimensional illumination and image processing techniques in the W-band for recognition of concealed objects

Peter Schelkens, Hichem Sahli, Irina Jaeger, 2007, SPIE Optical Engineering + Applications.

On the Generalization and Reliability of Single Radar-Based Human Activity Recognition

André Bourdoux, Hichem Sahli, Habib-Ur-Rehman Khalid, 2021, IEEE Access.

Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN

Dongmei Jiang, Hichem Sahli, Mitchel Alioscha-Pérez, 2021, Comput. Graph. Forum.

Learning Event-based Spatio-Temporal Feature Descriptors via Local Synaptic Plasticity: A Biologically-Plausible Perspective of Computer Vision pdf

Hichem Sahli, Francky Catthoor, Georges G. E. Gielen, 2022 .

A multi-scale multi-attention network for dynamic facial expression recognition

Dongmei Jiang, Hichem Sahli, Le Yang, 2021, Multimedia Systems.

Multipath Ghost Recognition for Indoor MIMO Radar

Sofie Pollin, Hichem Sahli, Andre Bourdoux, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Comparison of spatial and aspatial logistic regression models for landmine risk mapping

Hichem Sahli, Jan Cornelis, H. Sahli, 2016 .

On a class of severely ill-posed problems

Hichem Sahli, H. Sahli, Hao Dinh Nho, 2003 .

Thermal infrared identification of buried landmines

Hichem Sahli, Paula Lopez, Frank Cremer, 2005, SPIE Defense + Commercial Sensing.

MULTI-MODAL EMOTION RECOGNITION – MORE " COGNITIVE " MACHINES

Hichem Sahli, Werner Verhelst, Velina Slavova, 2009 .

Stability results for a Cauchy problem for an elliptic equation

Hichem Sahli, Dinh Nho Hào, H. Sahli, 2007 .

A non-local boundary value problem method for parabolic equations backward in time

Hichem Sahli, Nguyen Van Duc, Dinh Nho Hào, 2008 .

Infrared Thermography for Land Mine Detection

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2009 .

Detection and characterization of buried landmines using infrared thermography

Hichem Sahli, Dinh Nho Hào, Nguyen Trung Thành, 2011 .

Ground Penetrating Radar data processing: a selective survey of the state of the art literature

Hichem Sahli, Luc van Kempen, 1999 .

A COGNITIVE SCIENCE REASONING IN RECOGNITION OF EMOTIONS IN AUDIO-VISUAL SPEECH

Hichem Sahli, Werner Verhelst, Velina Slavova, 2007 .

Terrain Traversability Analysis for off-road robots using Time-Of-Flight 3D Sensing

Hichem Sahli, Daniela Doroftei, Yvan Baudoin, 2013 .

Partial differential equation-based dense 3D structure and motion estimation from monocular image sequences

Hichem Sahli, G. De Cubber, H. Sahli, 2012 .

Topological Edge Finding

Hichem Sahli, Jan Cornelis, Mark Mertens, 1996 .

Hierarchy determination of the gradient watershed adjacent groups

Hichem Sahli, Ioannis Pratikakis, Jan Cornelis, 1997 .

Software Modularity for Mobile Robotic Applications

Hichem Sahli, Eric Colon, 2003 .