Wissam Kaddah

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Publications

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

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Signal, Image and Video Processing, 2025, 19 (8), pp.621. ⟨10.1007/s11760-025-04283-5⟩

Article dans une revue hal-05115347v1

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

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Multimedia Tools and Applications, 2025, ⟨10.1007/s11042-025-20814-1⟩

Article dans une revue hal-05022737v1

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

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Signal, Image and Video Processing, 2025, 19 (13), pp.1066. ⟨10.1007/s11760-025-04301-6⟩

Article dans une revue hal-05252071v1

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

Matthieu Desmarescaux , Wissam Kaddah , Ayman Alfalou , Jean-Charles Deconninck

Neural Processing Letters, 2025, 57 (2), pp.30. ⟨10.1007/s11063-025-11742-0⟩

Article dans une revue hal-04998116v1

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

Matthieu Desmarescaux , Wissam Kaddah , Ayman Alfalou , Isabelle Badoc

Applied Intelligence, 2025, 55 (7), pp.609. ⟨10.1007/s10489-025-06513-2⟩

Article dans une revue hal-05022739v1

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 et al.

The Visual Computer, 2019, 35 (9), pp.1293-1309. ⟨10.1007/s00371-018-1515-9⟩

Article dans une revue hal-03038641v1

Road marking features extraction using the VIAPIX® system

W Kaddah , Y. Ouerhani , Ayman Alfalou , M. Desthieux , C. Brosseau et al.

Optics Communications, 2016, 371, pp.117-127. ⟨10.1016/j.optcom.2016.03.065⟩

Article dans une revue istex hal-03045706v1

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

Ayman Alfalou , C. Brosseau , W. Kaddah

Optics Communications, 2015, 343 (343), pp.22-27. ⟨10.1016/j.optcom.2015.01.017⟩

Article dans une revue istex hal-01273008v1

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

Matthieu Desmarescaux , Wissam Kaddah , Ayman Alfalou , Nicolas Picquerey

Pattern Recognition and Prediction XXXV, Apr 2024, National Harbor, France. pp.16, ⟨10.1117/12.3013417⟩

Communication dans un congrès hal-04607195v1

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

Matthieu Desmarescaux , Wissam Kaddah , Ayman Alfalou , Jean-Charles Deconninck

Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, United States. pp.9, ⟨10.1117/12.2662823⟩

Communication dans un congrès hal-04132901v1

Smart system for blurring undesirable objects in road applications

Wissam Kaddah , Ehsan Sedgh Gooya , Ayman Alfalou

Pattern Recognition and Tracking XXXIII, Apr 2022, Orlando, United States. pp.4, ⟨10.1117/12.2618745⟩

Communication dans un congrès hal-03682496v1

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

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

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

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

Ehsan Sedgh Gooya , Ayman Alfalou , W Kaddah

2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-5, ⟨10.1109/IPTA50016.2020.9286617⟩

Communication dans un congrès hal-03080488v1

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
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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
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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

M Desthieux , C Gutierrez , Y Ouerhani , W Kaddah , Ayman Alfalou

ITS World Congress, 2015, Bordeaux, France

Communication dans un congrès hal-03111093v1