Hichem Sahli

发表

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging pdf

Tom Vercauteren, Paul Suetens, Dirk Vandermeulen, 2020, ArXiv.

Hybrid Deep Neural Network--Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition

Yanning Zhang, Hichem Sahli, Dongmei Jiang, 2013, 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction.

Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition

Dongmei Jiang, Haifeng Chen, Yixuan Wang, 2019, AVEC@MM.

Mathematical Transform Based on Regions Semantic for Improving Biomedical Images Segmentation

Hichem Sahli, Mitchel Alioscha-Perez, Alberto Taboada-Crispi, 2013 .

Model-Aided Navigation with Sea Current Estimation for an Autonomous Underwater Vehicle

Hichem Sahli, Maykel Orozco-Monteagudo, Delvis Garcia-Garcia, 2015 .

A Hybrid Approach for Pap-Smear Cell Nucleus Extraction

Hichem Sahli, Alberto Taboada-Crispí, Maykel Orozco-Monteagudo, 2011, MCPR.

A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms

Hichem Sahli, Alberto Taboada-Crispí, Alexander Falcón-Ruiz, 2010, CIARP.

A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising

Yi Wang, Liangpei Zhang, Hichem Sahli, 2011, EURASIP J. Adv. Signal Process..

Improving Bag-of-Visual-Words model using visual n-grams for human action classification

Nicolás Guil Mata, Ruber Hernández-García, Hichem Sahli, 2018, Expert Syst. Appl..

Politeness Detection in Speech for Human-Computer Interaction

Hichem Sahli, Selma Yilmazyildiz Kayaarma, Sherik Lehal, 2019, BNAIC/BENELEARN.

An Event-Based Conversational System for the Nao Robot

Fabio Tesser, Piero Cosi, Giacomo Sommavilla, 2011, IWSDS.

A conversational system for multi-session child-robot interaction with several games

Fabio Tesser, Piero Cosi, Giacomo Sommavilla, 2011 .

Space assets for demining assistance

Hichem Sahli, Matthew Craig, Amnon Ginati, 2010 .

Automatic Bound Estimation for JPEG 2000 Compressing Leukocytes Images

Hichem Sahli, Alberto Taboada-Crispi, Alexander Falcón-Ruiz, 2013 .

An Event-Based Conversational System for the

Fabio Tesser, Piero Cosi, Giacomo Sommavilla, 2011 .

An efficient model-level fusion approach for continuous affect recognition from audiovisual signals

Hichem Sahli, Ercheng Pei, Dongmei Jiang, 2020, Neurocomputing.

A proof of concept of the in-flight launch of unmanned aerial vehicles in a search and rescue scenario

Hichem Sahli, Haris Balta, Geert De Cubber, 2019 .

SVRG-MKL: A Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems

Hichem Sahli, Mitchel Alioscha-Perez, Meshia Cédric Oveneke, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Sparse and Non-sparse Multiple Kernel Learning for Recognition

Mitchel Alioscha-Pérez, Hichem Sahli, Alberto Taboada-Crispí, 2012, Computación y Sistemas.

Anomaly Detection in Medical Image Analysis

Hichem Sahli, Alberto Taboada-Crispi, Alexander Falcón-Ruiz, 2009 .

Paired Supervised Learning and Unsupervised Pretraining of CNN-Architecture for Violence Detection in Videos

Hichem Sahli, Mitchel Alioscha-Perez, Meshia Cédric Oveneke, 2019, BNAIC/BENELEARN.

Gesture Recognition with an FMCW Radar

André Bourdoux, Sofie Pollin, Hans Cappelle, 2019, BNAIC/BENELEARN.

Pap-Smear Cell Nucleus Extraction by Using Morphological Watershed

Hichem Sahli, Thomas Geerinck, Maykel Orozco-Monteagudo, 2013 .

Efficient Learning of Spatial Patterns with Multi-Scale Conditional Random Fields for Region-Based Classification

Mitchel Alioscha-Pérez, Hichem Sahli, H. Sahli, 2014, Remote. Sens..

End-To-End Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries

Mitchel Alioscha-Pérez, Hichem Sahli, Abel Díaz Berenguer, 2019, BNAIC/BENELEARN.

CSA-DE/EDA: a Novel Bio-inspired Algorithm for Function Optimization and Segmentation of Brain MR Images

Hichem Sahli, Zhe Li, Yong Xia, 2019, Cognitive Computation.

Monocular 3D Facial Expression Features for Continuous Affect Recognition

Hichem Sahli, Yong Zhao, Meshia Cédric Oveneke, 2021, IEEE Transactions on Multimedia.

Automatic Watershed Segmentation of Color Images

Ioannis Pratikakis, Hichem Sahli, Iris Vanhamel, 2000, ISMM.

Oriented Polar Snakes for Phase Contrast Cell Images Segmentation

Mitchel Alioscha-Pérez, Ronnie Willaert, Hichem Sahli, 2013, CIARP.

An Introduction to Machine Learning

Hichem Sahli, Hichem Sahli, 2020, TORUS 1 – Toward an Open Resource Using Services.

Estimating Quality Bounds of JPEG 2000 Compressed Leukocytes Images

Hichem Sahli, Alexander Falcón-Ruiz, Juan Paz-Viera, 2010, MCPR.

Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition

Haifeng Chen, Hichem Sahli, Dongmei Jiang, 2021, IEEE Transactions on Multimedia.

Spoken language processing in a conversational system for child-robot interaction

Fabio Tesser, Piero Cosi, Giulio Paci, 2012, WOCCI.

Improved thermal analysis of buried landmines

Diego Cabello, Hichem Sahli, Paula López Martinez, 2004, IEEE Transactions on Geoscience and Remote Sensing.

Towards long-term social child-robot interaction

Fabio Tesser, Piero Cosi, Tony Belpaeme, 2016 .

Combined Hierarchical Watershed Segmentation and SVM Classification for Pap-Smear Cell Nucleus Extraction

Hichem Sahli, Alberto Taboada-Crispí, Maykel Orozco-Monteagudo, 2012, Computación y Sistemas.

A Multimodal Framework for State of Mind Assessment with Sentiment Pre-classification

Dongmei Jiang, Yan Li, Hichem Sahli, 2019, AVEC@MM.

Biologically Inspired Anomaly Detection in Pap-Smear Images

Hichem Sahli, Alberto Taboada-Crispí, Maykel Orozco-Monteagudo, 2013, CIARP.

Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization pdf

Hichem Sahli, Yong Zhao, Dongmei Jiang, 2016, ArXiv.

Active stereo vision-based mobile robot navigation for person tracking

Hichem Sahli, Eric Demeester, Dirk Vanhooydonck, 2005, Integr. Comput. Aided Eng..

Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions

Dongmei Jiang, Hichem Sahli, Yong Zhao, 2020 .