Hichem Sahli

According to our database1, Hichem Sahli authored at least 157 papers between 1996 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Automatic Depression Analysis Using Dynamic Facial Appearance Descriptor and Dirichlet Process Fisher Encoding.
IEEE Trans. Multimedia, 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.
Remote Sensing, 2019

A video prediction approach for animating single face image.
Multimedia Tools Appl., 2019

Continuous affect recognition with weakly supervised learning.
Multimedia Tools Appl., 2019

GestureVLAD: Combining Unsupervised Features Representation and Spatio-Temporal Aggregation for Doppler-Radar Gesture Recognition.
IEEE Access, 2019

A Multimodal Framework for State of Mind Assessment with Sentiment Pre-classification.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

2018
Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation.
IEEE Trans. Affective Computing, 2018

Hierarchical sparse coding framework for speech emotion recognition.
Speech Communication, 2018

A Hierarchical Association Framework for Multi-Object Tracking in Airborne Videos.
Remote Sensing, 2018

Improved compressive tracking based on pixelwise learner.
J. Electronic Imaging, 2018

Improving Bag-of-Visual-Words model using visual n-grams for human action classification.
Expert Syst. Appl., 2018

Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

CSA-DE/EDA: A Clonal Selection Algorithm Using Differential Evolution and Estimation of Distribution Algorithm.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
Flood Inundation Mapping from Optical Satellite Images Using Spatiotemporal Context Learning and Modest AdaBoost.
Remote Sensing, 2017

Hybrid Depression Classification and Estimation from Audio Video and Text Information.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

Multimodal Measurement of Depression Using Deep Learning Models.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

COACHES: An assistance multi-robot system in public areas.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

DCNN and DNN based multi-modal depression recognition.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Adaptive Real-Time Emotion Recognition from Body Movements.
TiiS, 2016

A Robust Actin Filaments Image Analysis Framework.
PLoS Computational Biology, 2016

Tracking with dynamic weighted compressive model.
J. Visual Communication and Image Representation, 2016

Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization.
CoRR, 2016

Compressive Tracking based on Superpixel Segmentation.
Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media, 2016

Decision Tree Based Depression Classification from Audio Video and Language Information.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Vehicles detection using GF-2 imagery based on watershed image segmentation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Improving unsupervised flood detection with spatio-temporal context on HJ-1B CCD data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A hybrid land-use mapping approach based on multi-scale spatial context.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep neural network and switching Kalman filter based continuous affect recognition.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Audio Visual Recognition of Spontaneous Emotions In-the-Wild.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Continuous Change Detection and Classification Using Hidden Markov Model: A Case Study for Monitoring Urban Encroachment onto Farmland in Beijing.
Remote Sensing, 2015

Gibberish speech as a tool for the study of affective expressiveness for robotic agents.
Multimedia Tools Appl., 2015

Relevance units machine based dimensional and continuous speech emotion prediction.
Multimedia Tools Appl., 2015

Recognition of facial actions and their temporal segments based on duration models.
Multimedia Tools Appl., 2015

Robust speaker localization for real-world robots.
Computer Speech & Language, 2015

Multi-Object Tracking in Airborne Video Imagery based on Compressive Tracking Detection Responses.
Proceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia, 2015

Multimodal Affective Dimension Prediction Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks.
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015

COACHES Cooperative Autonomous Robots in Complex and Human Populated Environments.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

3D emotional facial animation synthesis with factored conditional Restricted Boltzmann Machines.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Multimodal dimensional affect recognition using deep bidirectional long short-term memory recurrent neural networks.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Monocular 3D facial information retrieval for automated facial expression analysis.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Multimodal depression recognition with dynamic visual and audio cues.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Framework for combination aware AU intensity recognition.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Efficient Learning of Spatial Patterns with Multi-Scale Conditional Random Fields for Region-Based Classification.
Remote Sensing, 2014

Speech driven photo realistic facial animation based on an articulatory DBN model and AAM features.
Multimedia Tools Appl., 2014

A Segmentation Framework for phase Contrast and Fluorescence microscopy Images.
IJPRAI, 2014

Augmented Lagrangian-based approach for dense three-dimensional structure and motion estimation from binocular image sequences.
IET Computer Vision, 2014

Objectifying Facial Expressivity Assessment of Parkinson's Patients: Preliminary Study.
Comp. Math. Methods in Medicine, 2014

Natural emotion elicitation for emotion modeling in child-robot interactions.
Proceedings of the 4st Workshop on Child, Computer and Interaction, 2014

Physiological Signal Processing for Emotional Feature Extraction.
Proceedings of the PhyCS 2014, 2014

Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Object Segmentation Based on Contour-Skeleton Duality.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Behavioral accommodation towards a dance robot tutor.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

Real-Time Emotion Recognition from Natural Bodily Expressions in Child-Robot Interaction.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Multimodal continuous affect recognition based on LSTM and multiple kernel learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
A Novel Adaptive Probabilistic Nonlinear Denoising Approach for Enhancing PET Data Sinogram.
J. Applied Mathematics, 2013

Evaluation of Attention Levels in a Tetris Game Using a Brain Computer Interface.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Dynamic Compressive Tracking.
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013

Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests.
Proceedings of the ACM Multimedia Conference, 2013

Towards Real-Time Continuous Emotion Recognition from Body Movements.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

Biologically Inspired Anomaly Detection in Pap-Smear Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Oriented Polar Snakes for Phase Contrast Cell Images Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Speech driven photo-realistic face animation with mouth and jaw dynamics.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Hybrid Deep Neural Network-Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Impact of Urban Land-Cover Classification on Groundwater Recharge Uncertainty.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Combined Hierarchical Watershed Segmentation and SVM Classification for Pap-Smear Cell Nucleus Extraction.
Computación y Sistemas, 2012

Sparse and Non-sparse Multiple Kernel Learning for Recognition.
Computación y Sistemas, 2012

Spoken language processing in a conversational system for child-robot interaction.
Proceedings of the Third Workshop on Child, Computer and Interaction, 2012

Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Combined spatial point pattern analysis and remote sensing for assessing landmine affected areas.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A high resolution bladder wall map: Feasibility study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Adaptive nonlinear probabilistic filter for Positron Emission Tomography.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Dimensional emotion driven facial expression synthesis based on the multi-stream DBN model.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Real-Time Dance Pattern Recognition Invariant to Anthropometric and Temporal Differences.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Smooth adaptive fitting of 3D face model for the estimation of rigid and nonrigid facial motion in video sequences.
Sig. Proc.: Image Comm., 2011

A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising.
EURASIP J. Adv. Sig. Proc., 2011

A Hybrid Approach for Pap-Smear Cell Nucleus Extraction.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

Soil thickness zonation approach using Landsat ETM+, geological maps, DEM data, and field investigation.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Application of density analysis for landmine risk mapping.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Passive infrared technique for buried object detection and classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Photo-realistic visual speech synthesis based on AAM features and an articulatory DBN model with constrained asynchrony.
Proceedings of the Auditory-Visual Speech Processing, 2011

Automatic Occlusion Removal from Facades for 3D Urban Reconstruction.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

Relevance Vector Machine Based Speech Emotion Recognition.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Audio Visual Emotion Recognition Based on Triple-Stream Dynamic Bayesian Network Models.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Context-Independent Facial Action Unit Recognition Using Shape and Gabor Phase Information.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Kalman Filter-Based Facial Emotional Expression Recognition.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Estimating Quality Bounds of JPEG 2000 Compressed Leukocytes Images.
Proceedings of the Advances in Pattern Recognition, 2010

Automatic recognition of lower facial action units.
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Audio visual speech recognition based on multi-stream DBN models with Articulatory Features.
Proceedings of the 7th International Symposium on Chinese Spoken Language Processing, 2010

Multi scale representation for remotely sensed images using fast anisotropic diffusion filtering.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Realistic mouth animation based on an articulatory DBN model with constrained asynchrony.
Proceedings of the IEEE International Conference on Acoustics, 2010

Hardware and software architecture for AUV based on low-cost sensors.
Proceedings of the 11th International Conference on Control, 2010

A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
Splitting-based conjugate gradient method for a multi-dimensional linear inverse heat conduction problem.
J. Computational Applied Mathematics, 2009

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images.
International Journal of Computer Vision, 2009

A Nonlinear Probabilistic Curvature Motion Filter for Positron Emission Tomography Images.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Multispectral Data Classification based on Spectral Indices and Cascaded Fuzzy C-mean Classifiers.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Manifold Analysis for Subject Independent Dynamic Emotion Recognition in Video Sequences.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Video Realistic Mouth Animation Based on an Audio Visual DBN Model with Articulatory Features and Constrained Asynchrony.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Smooth Adaptive Fitting of 3D Face Model for the Estimation of Rigid and Non-rigid Facial Motion in Video Sequences.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

A Visual Silence Detector Constraining Speech Source Separation.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Rule-Based Video Interpretation Framework: Application to Automated Surveillance.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Audio-Visual Emotion Recognition Based on a DBN Model with Constrained Asynchrony.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

3D Face Alignment via Cascade 2D Shape Alignment and Constrained Structure from Motion.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

Perception-Based Lighting Adjustment of Image Sequences.
Proceedings of the Computer Vision, 2009

2008
Infrared Thermography for Buried Landmine Detection: Inverse Problem Setting.
IEEE Trans. Geoscience and Remote Sensing, 2008

A Nonlinear Iterative Reconstruction and Analysis Approach to Shape-Based Approximate Electromagnetic Tomography.
IEEE Trans. Geoscience and Remote Sensing, 2008

A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image.
IEEE Trans. Geoscience and Remote Sensing, 2008

Speech driven realistic mouth animation based on multi-modal unit selection.
J. Multimodal User Interfaces, 2008

Modeling Attention and Perceptual Grouping to Salient Objects.
Proceedings of the Attention in Cognitive Systems, 2008

Accurate visual speech synthesis based on diviseme unit selection and concatenation.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Multimodal Unit Selection for 2D Audiovisual Text-to-Speech Synthesis.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Backward-Forward Combined Convolutive Blind Source Separation.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

A biomechanical model for image-based estimation of 3D face deformations.
Proceedings of the IEEE International Conference on Acoustics, 2008

Simple solution for visual servoing of camera-in-hand robots in the 3d Cartesian space.
Proceedings of the 10th International Conference on Control, 2008

2007
Finite-Difference Methods and Validity of a Thermal Model for Landmine Detection With Soil Property Estimation.
IEEE Trans. Geoscience and Remote Sensing, 2007

Investigation of Time-Frequency Features for GPR Landmine Discrimination.
IEEE Trans. Geoscience and Remote Sensing, 2007

Region-Oriented Visual Attention Framework for Activity Detection.
Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007

Scale Selection for Compact Scale-Space Representation of Vector-Valued Images.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Graph Cuts Approach to MRF Based Linear Feature Extraction in Satellite Images.
Proceedings of the Progress in Pattern Recognition, 2007

A Novel DBN Model for Large Vocabulary Continuous Speech Recognition and Phone Segmentation.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007

Robust Shape-Based Head Tracking.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Visual Tracking by Hypothesis Testing.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
A Bayesian formulation of edge-stopping functions in nonlinear diffusion.
IEEE Signal Process. Lett., 2006

Tele-robot with shared autonomy: Distributed navigation development framework.
Integrated Computer-Aided Engineering, 2006

Active stereo vision-based mobile robot navigation for person tracking.
Integrated Computer-Aided Engineering, 2006

DBN Based Models for Audio-Visual Speech Analysis and Recognition.
Proceedings of the Advances in Multimedia Information Processing, 2006

A framework for integrating MPEG-7 knowledge templates into video surveillance applications.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Nonlinear Multiscale Graph Theory based Segmentation of Color Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Multiscale Graph Theory Based Color Segmentation.
Proceedings of the International Conference on Image Processing, 2006

MRF-Based Foreground Detection in Image Sequences from a Moving Camera.
Proceedings of the International Conference on Image Processing, 2006

Facial Analysis and Synthesis Scheme.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
A hierarchical Markovian model for multiscale region-based classification of vector-valued images.
IEEE Trans. Geoscience and Remote Sensing, 2005

Watershed-based multiscale segmentation method for color images using automated scale selection.
J. Electronic Imaging, 2005

Watershed-Driven Region-Based Image Retrieval.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

A nonlinear multigrid diffusion model for efficient dense optical flow estimation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Kernel-based head tracker for videophony.
Proceedings of the 2005 International Conference on Image Processing, 2005

Tele-robots with shared autonomy: tele-presence for high level operability.
Proceedings of the ICINCO 2005, 2005

Active stereo vision-based mobile robot navigation for person tracking.
Proceedings of the ICINCO 2005, 2005

CoRoBA, an open framework for multi-sensor robotic system integration.
Proceedings of the CIRA 2005, 2005

An Offline Bidirectional Tracking Scheme.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Improved thermal analysis of buried landmines.
IEEE Trans. Geoscience and Remote Sensing, 2004

Color-based visual servoing under varying illumination conditions.
Robotics and Autonomous Systems, 2004

Unsupervised Region-Based Image Retrieval.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

2003
Multiscale gradient watersheds of color images.
IEEE Trans. Image Processing, 2003

Hierarchical segmentation via a diffusion scheme in color/texture feature space.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A Multi-stage Online Signature Verification System.
Pattern Anal. Appl., 2002

2001
A model-based approach to the automatic extraction of linear features from airborne images.
IEEE Trans. Geoscience and Remote Sensing, 2001

Hierarchical Segmentation Using Dynamics of Multiscale Color Gradient Watersheds.
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001

Scale space segmentation of color images using watersheds and fuzzy region merging.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Pattern Classification Based on a Piecewise Multi-linear Model for the Class Probability Densities.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Automatic Watershed Segmentation of Color Images.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

Eye Activity Detection and Recognition Using Morphological Scale-Space Decomposition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Low level image partitioning guided by the gradient watershed hierarchy.
Signal Processing, 1999

1996
A Kalman Filter-Based Update Scheme for Road Following.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Watershed Analysis and Relaxation Labelling: A cooperative approach for the interpretation of Cranial-MR images using a Statistical Digital Atlas.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996


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