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Wissam Kaddah

9
Documents
Identifiants chercheurs

Présentation

**Wissam Kaddah** graduated from the engineering school “ISEN Yncréa Ouest” in Brest, France, in October 2014. From November 2014 to September 2015, he joined the ACTRIS Company in Brest, France, and worked with the L@bISEN Laboratory, on a major European project for the inventory of road assets. Then, he started his Ph.D. in signal and image processing with a dissertation about automatic pavement crack detection on images, which was supported by ACTRIS. He received the Ph.D. degree from the University of Western Brittany in Brest, France, in December 2018. Since the beginning of 2019, he has joined the ISEN Yncréa Ouest as a lecturer-researcher. His research interest includes signal and image processing: pattern detection and recognition (faces, shapes, road signs, etc.) — segmentation of thin structures on the road (cracks, etc.) — connected space (behavioral study, analysis of social and educational interactions, etc.) using artificial intelligence. He has authored/co-authored around 20 research publications in peer-reviewed reputed journals and conferences proceedings on a wide variety of theoretical and experimental topics (<https://linktr.ee/wkaddah>). Associate Professor at ISEN Yncréa Ouest - [L@bISEN](https://isen-brest.fr/labisen/ "L@bISEN") - [LSL Team](https://isen-brest.fr/labisen/structure-labisen/lsl-light-scatter-learning/ "LSL Team") Signal processing - Image Processing - Artificial Intelligence (AI) - Decision

Publications

marwa-elbouz

Behavioral Analysis and Individual Tracking Based on Kalman Filter: Application in an Urban Environment

 Amaury Auguste , W Kaddah , Ghislain Oudinet , Ayman Alfalou , Marwa El Bouz
Sensors, 2021, 21 (21), pp.7234. ⟨10.3390/s21217234⟩
Article dans une revue hal-03411220v1

Automatic darkest filament detection (ADFD): a new algorithm for crack extraction on two-dimensional pavement images

 W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Desthieux
The Visual Computer, 2020, 36 (7), pp.1369-1384. ⟨10.1007/s00371-019-01742-2⟩
Article dans une revue hal-03045714v1

Optimized minimal path selection (OMPS) method for automatic and unsupervised crack segmentation within two-dimensional pavement images

 W Kaddah , Marwa El Bouz , Yousri Ouerhani , Vincent Baltazart , Marc Desthieux
The Visual Computer, 2019, 35 (9), pp.1293-1309. ⟨10.1007/s00371-018-1515-9⟩
Article dans une revue hal-03038641v1

Implementation of a behavioral analysis method of crowd movement in the service of video surveillance

 Amaury Auguste , Ghislain Oudinet , W Kaddah , Marwa El Bouz , Ayman Alfalou
Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.18, ⟨10.1117/12.2586946⟩
Communication dans un congrès hal-03207774v1

Securing smart cities using artificial intelligence: intrusion and abnormal behavior detection system

 W Kaddah , Ehsan Sedgh Gooya , Marwa El Bouz , Ayman Alfalou
Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.17, ⟨10.1117/12.2586774⟩
Communication dans un congrès hal-03207768v1

A human body morphology detector: a distinctive filter to differentiate the image-based process depending on whether the person is a child or an adult

 Ehsan Sedgh Gooya , Fatemeh Aram , W Kaddah , Marwa El Bouz , Ayman Alfalou
Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.23, ⟨10.1117/12.2586783⟩
Communication dans un congrès hal-03209362v1

Automatic pavement crack classification on two-dimensional VIAPIX images

 W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Dtieux
Pattern Recognition and Tracking XXX, Apr 2019, Baltimore, United States. pp.7, ⟨10.1117/12.2518839⟩
Communication dans un congrès hal-03045767v1

Road sign identification and geolocation using JTC and VIAPIX module

 Yousri Ouerhani , Marwa El Bouz , Ayman Alfalou , W Kaddah , Marc Desthieux
Pattern Recognition and Tracking XXIX, Apr 2018, Orlando, United States. pp.21, ⟨10.1117/12.2312490⟩
Communication dans un congrès hal-03045748v1
Image document

Ongoing Studies for Automatic Road Anomalies Detection on 2D and 3D Pavement Images

 W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Desthieux
The International Symposium on Optoelectronic Technology and Application (OTA), 2018, Beijing, China
Communication dans un congrès hal-03055990v1