Kamal Nasreddine

Orcid: 0000-0002-9834-3399

According to our database1, Kamal Nasreddine authored at least 29 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
An efficient center-based method for real-time pig posture recognition and tracking.
Appl. Intell., March, 2024

2023
An efficient anchor-free method for pig detection.
IET Image Process., February, 2023

Fuzzy Model for the Automatic Recognition of Human Dendritic Cells.
J. Imaging, January, 2023

2022
Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss.
Mach. Learn. Knowl. Extr., 2022

Targeted Data Augmentation and Hierarchical Classification with Deep Learning for Fish Species Identification in Underwater Images.
J. Imaging, 2022

Human Dendritic Cells Classification based on Possibility Theory.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

2021
Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors.
Appl. Intell., 2021

2020
A robust tangent PCA via shape restoration for shape variability analysis.
Pattern Anal. Appl., 2020

Automatic Human Dendritic Cells Segmentation Using K-Means Clustering and Chan-Vese Active Contour Model.
Comput. Methods Programs Biomed., 2020

2019
Shape geodesics for robust sign language recognition.
IET Image Process., 2019

2018
Transfer Learning with deep Convolutional Neural Network for Underwater Live Fish Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2018

Underwater Live Fish Recognition by Deep Learning.
Proceedings of the Image and Signal Processing - 8th International Conference, 2018

Human Dendritic Cells Segmentation Based on K-Means and Active Contour.
Proceedings of the Image and Signal Processing - 8th International Conference, 2018

2016
A comparative evaluation of segmentation methods for dendritic cells identification from microscopic images.
Proceedings of the International Image Processing, Applications and Systems, 2016

Segmentation of dendritic cells from microscopic images using mathematical morphology.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
Recognition of shape parts using shape geodesies.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Shape restoration for robust tangent principal component analysis.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Robust statistical shape analysis based on the tangent shape space.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Shape-based fish recognition via shape space.
Proceedings of the 23rd European Signal Processing Conference, 2015

Parts-based shape recognition via shape geodesics.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Otolith shape classification for fish stock discrimination.
Proceedings of the International Image Processing, 2014

A comparative study between Elliptic Fourier and B-spline descriptors for object contour representation.
Proceedings of the International Image Processing, 2014

An optimal elastic partial shape matching via shape geodesics.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Geodesics-based statistical shape analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Geodesics-Based Image Registration: Applications To Biological And Medical Images Depicting Concentric Ring Patterns.
IEEE Trans. Image Process., 2013

2010
Recalage de signaux et reconnaissance de formes. Application à l'analyse des otolithes de poissons.
PhD thesis, 2010

Variational shape matching for shape classification and retrieval.
Pattern Recognit. Lett., 2010

2009
Shape geodesics for boundary-based object recognition and retrieval.
Proceedings of the International Conference on Image Processing, 2009

Variational 1D signal registration and shape geodesics for shape classification: Application to marine biological archives.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009


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