Wissam Kaddah

About

Wissam Kaddah graduated from the engineering school “ISEN 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 LabISEN 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 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).

Work

ISEN Brest
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Associate Professor

France

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Publications

Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications

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Signal, Image and Video Processing

Summary

journal-article

TER-FCN: Tensor Einstein Reduced Fully Connected Network applied to Region-based Convolutional Neural Networks for object detection

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Signal, Image and Video Processing

Summary

journal-article

SiamYOLOv8: a rapid conditional detection framework for one-shot object detection

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Applied Intelligence

Summary

journal-article

Tensor deep-anomaly: robust tensor classifier for video anomaly detection in surveillance videos

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Multimedia Tools and Applications

Summary

journal-article

A Review: One-Shot Object Detection Methods for Conditional Detection of Retail and Warehouse Products

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Neural Processing Letters

Summary

journal-article

Small-scale simulator on common warehouse components for low-power object detection methods

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Pattern Recognition and Tracking XXXV

Summary

conference-paper

A fusion Siamese-ResNet network applied for low shot object detection in warehouses

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Pattern Recognition and Tracking XXXIV

Summary

conference-paper

Smart system for blurring undesirable objects in road applications

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Pattern Recognition and Tracking XXXIII

Summary

conference-paper

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

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Pattern Recognition and Tracking XXXII

Summary

conference-paper

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

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Sensors

Summary

journal-article

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

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Pattern Recognition and Tracking XXXII

Summary

conference-paper

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

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Pattern Recognition and Tracking XXXII

Summary

conference-paper

Robust and discriminating face recognition system based on a neural network and correlation techniques

Published by

2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA)

Summary

conference-paper

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

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The Visual Computer

Summary

journal-article

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

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The Visual Computer

Summary

journal-article

Automatic pavement crack classification on two-dimensional VIAPIX images

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Pattern Recognition and Tracking XXX

Summary

conference-paper

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

Summary

conference-paper

Apports de nouveaux outils de traitement d'images et de programmation pour le relevé automatique de dégradations sur chaussées

Summary

other

Road sign identification and geolocation using JTC and VIAPIX module

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Pattern Recognition and Tracking XXIX

Summary

conference-paper

Road marking features extraction using the VIAPIX® system

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Optics Communications

Summary

journal-article

Optimization of decision making for face recognition based on nonlinear correlation plane

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Optics Communications

Summary

journal-article

ACTRIS brings its expertise in a new approach to improve knowledge and quality of topological and regulatory data dedicated to road, for OPTICITIES project needs

Published by

22nd ITS World Congress

Summary

conference-paper

New approach to improve knowledge and quality of topological and regulatory road data

Summary

conference-paper

Wissam Kaddah