Houssam Salmane

According to our database, Houssam Salmane authored at least 15 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

3D Object Detection for Self-Driving Cars Using Video and LiDAR: An Ablation Study.

Houssam Salmane, Josué Manuel Rivera Velázquez, Louahdi Khoudour, Nguyen Anh Minh Mai, Pierre Duthon, Alain Crouzil, Guillaume Saint-Pierre, Sergio A. Velastin

Sensors, March, 2023

2020

A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera.

Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin, Pablo Zegers

Sensors, 2020

2019

Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks.

Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin

Sensors, 2019

A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data.

Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

BSCGAN: Deep Background Subtraction with Conditional Generative Adversarial Networks.

Mohamed Chafik Bakkay, Hatem A. Rashwan, Houssam Salmane, Louahdi Khoudour, D. Puigtt, Yassine Ruichek

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016

Motion-based object tracking method for safety at level crossing.

Houssam Salmane, Louahdi Khoudour, Yassine Ruichek

J. Electronic Imaging, 2016

2015

A Video-Analysis-Based Railway-Road Safety System for Detecting Hazard Situations at Level Crossings.

Houssam Salmane, Louahdi Khoudour, Yassine Ruichek

IEEE Trans. Intell. Transp. Syst., 2015

2014

A novel evidence based model for detecting dangerous situations in level crossing environments.

Houssam Salmane, Yassine Ruichek, Louahdi Khoudour

Expert Syst. Appl., 2014

Graph-based semi-supervised learning with Local Binary Patterns for holistic object categorization.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Expert Syst. Appl., 2014

A graph construction method using LBP self-representativeness for outdoor object categorization.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Eng. Appl. Artif. Intell., 2014

Locality Constrained Encoding Graph Construction and Application to Outdoor Object Classification.

Fadi Dornaika, Alireza Bosaghzadeh, Houssam Salmane, Yassine Ruichek

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Reconstruction et analyse de trajectoires 2D d'objets mobiles par modélisation Markovienne et la théorie de l'évidence à partir de séquences d'images monoculaires - Application à l'évaluation de situations potentiellement dangereuses aux passages à niveau. (Reconstruction and analysis of moving objects trajectoiries from monocular images sequences, using Hidden Markov Model and Dempster-Shafer Theory-Application for evaluating dangerous situations in level crossings).

Houssam Salmane

PhD thesis, 2013

2012

Using Hidden Markov Model and Dempster-Shafer Theory for Evaluating and Detecting Dangerous Situations in Level Crossing Environments.

Houssam Salmane, Yassine Ruichek, Louahdi Khoudour

Proceedings of the Advances in Artificial Intelligence, 2012

Gaussian Propagation Model Based Dense Optical Flow for Objects Tracking.

Houssam Salmane, Yassine Ruichek, Louahdi Khoudour

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Object tracking using Harris corner points based optical flow propagation and Kalman filter.

Houssam Salmane, Yassine Ruichek, Louahdi Khoudour

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011