Kacem Chehdi

Orcid: 0000-0003-2659-812X

According to our database1, Kacem Chehdi authored at least 87 papers between 1993 and 2023.

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

Timeline

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Links

On csauthors.net:

Bibliography

2023
Data Stream Unsupervised Partitioning Based on Optimized Fuzzy C-Means.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Blind Hyperspectral Image Restoration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Partitioning of Hyperspectral Images in Main Categories and Fine Classes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Exhaustive Search of Correspondences between Multimodal Remote Sensing Images Using Convolutional Neural Network.
Sensors, 2022

A Novel Mean-Shift Algorithm for Data Clustering.
IEEE Access, 2022

Data Stream Unsupervised Partitioning Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Improvement of Spatial Localization Accuracy in Learning-Based Patch Matching Using Anisotropic Fractal Brownian Motion Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Lossy Compression of Three-Channel Remote Sensing Images with "Color" Component Downscaling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Unsupervised and Automatic Training Samples Selection Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Selection of a Similarity Measure Combination for a Wide Range of Multimodal Image Registration Cases.
IEEE Trans. Geosci. Remote. Sens., 2021

Hierarchical Unsupervised Partitioning of Large Size Data and Its Application to Hyperspectral Images.
Remote. Sens., 2021

Similarity Measure with Additional Modality Information for Multimodal Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Estimation of Variance and Spatial Correlation Width for Fine-Scale Measurement Error in Digital Elevation Model.
IEEE Trans. Geosci. Remote. Sens., 2020

Efficient Discrimination and Localization of Multimodal Remote Sensing Images Using CNN-Based Prediction of Localization Uncertainty.
Remote. Sens., 2020

Lossy Compression of Multichannel Remote Sensing Images with Quality Control.
Remote. Sens., 2020

Improving K-Nearest Neighbor Approaches for Density-Based Pixel Clustering in Hyperspectral Remote Sensing Images.
Remote. Sens., 2020

Improved Nearest Neighbor Density-Based Clustering Techniques with Application to Hyperspectral Images.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Enhancement of Component Images of Multispectral Data by Denoising with Reference.
Remote. Sens., 2019

2018
Prediction of Compression Ratio for DCT-Based Coders With Application to Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Restoration Based on Salient Edges.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Combined Use of Multimodal Similarity Measures for Visual to Radar Image Registration.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

NoiseNet: Signal-Dependent Noise Variance Estimation with Convolutional Neural Network.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2016
Multimodal Remote Sensing Image Registration With Accuracy Estimation at Local and Global Scales.
IEEE Trans. Geosci. Remote. Sens., 2016

Efficient Rotation-Scaling-Translation Parameter Estimation Based on the Fractal Image Model.
IEEE Trans. Geosci. Remote. Sens., 2016

Regional prediction of soil organic carbon content over temperate croplands using visible near-infrared airborne hyperspectral imagery and synchronous field spectra.
Int. J. Appl. Earth Obs. Geoinformation, 2016

Improved compression ratio prediction in DCT-based lossy compression of remote sensing images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A new k-nearest neighbor density-based clustering method and its application to hyperspectral images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Automatic lossy compression of noisy images by spiht or jpeg2000 in optimal operation point neighborhood.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

2015
Image database TID2013: Peculiarities, results and perspectives.
Signal Process. Image Commun., 2015

Unsupervised Nearest Neighbors Clustering With Application to Hyperspectral Images.
IEEE J. Sel. Top. Signal Process., 2015

Stable and unsupervised fuzzy C-means method and its validation in the context of multicomponent images.
J. Electronic Imaging, 2015

Efficient Rotation-Scaling-Translation Parameters Estimation in Multimodal Settings Based on Fractal Image Model.
CoRR, 2015

Compression ratio prediction in lossy compression of noisy images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

On noise properties in hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Precise Lower Bound on Image Subpixel Registration Accuracy.
IEEE Trans. Geosci. Remote. Sens., 2014

An Unsupervised Nonparametric and Cooperative Approach for Classification of Multicomponent Image Contents.
Proceedings of the ICPRAM 2014, 2014

Image visual quality metrics verification by TID2013: Exploring of mean square error drawbacks.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
Image informative maps for component-wise estimating parameters of signal-dependent noise.
J. Electronic Imaging, 2013

Color image database TID2013: Peculiarities and preliminary results.
Proceedings of the European Workshop on Visual Information Processing, 2013

Blind estimation of signal-dependent noise parameters for color image database.
Proceedings of the European Workshop on Visual Information Processing, 2013

A New Color Image Database TID2013: Innovations and Results.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2011
BandClust: An Unsupervised Band Reduction Method for Hyperspectral Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2011

Local Signal-Dependent Noise Variance Estimation From Hyperspectral Textural Images.
IEEE J. Sel. Top. Signal Process., 2011

Image Informative Maps for Estimating Noise Standard Deviation and Texture Parameters.
EURASIP J. Adv. Signal Process., 2011

Image noise-informative map for noise standard deviation estimation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Blind estimation of mixed noise parameters in images using robust regression curve fitting.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Improved method for blind estimation of the variance of mixed noise using weighted LMS line fitting algorithm.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Satellite image segmentation using hybrid variable genetic algorithm.
Int. J. Imaging Syst. Technol., 2009

Multi-component image segmentation using a hybrid dynamic genetic algorithm and fuzzy C-means.
IET Image Process., 2009

2008
Automatic Georeferencing of Airborne Pushbroom Scanner Images With Missing Ancillary Data Using Mutual Information.
IEEE Trans. Geosci. Remote. Sens., 2008

Unsupervised texture segmentation/classification using 2-D autoregressive modeling and the stochastic expectation-maximization algorithm.
Pattern Recognit. Lett., 2008

Fully automated mosaicking of pushbroom aerial imagery.
Proceedings of the IEEE International Conference on Acoustics, 2008

Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Multicomponent Image Segmentation Using a Genetic Algorithm and Artificial Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2007

Image Restoration - A New Explicit Approach in Filtering and Restoration of Digital Images.
Proceedings of the SIGMAP 2007, 2007

Adaptive and Cooperative Segmentation System for Mono- and Multi-Component Images.
Proceedings of the SIGMAP 2007, 2007

Unsupervised Non Parametric Data Clustering by Means of Bayesian Inference and Information Theory.
Proceedings of the SIGMAP 2007, 2007

Non Parametric Stochastic Expectation Maximization for Data Clustering.
Proceedings of the E-business and Telecommunications - 4th International Conference, 2007

Joint Estimation of Multiplicative and Impulsive Noise Parameters in Remote Sensing Images with Fractal Structure.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Noise Identification and Estimation of its Statistical Parameters by Using Unsupervised Variational Classification.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Processing Multichannel Radar Images by Modified Vector Sigma Fukter FIR Edge Detectuib Ebgabcement.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Semi-Rigid Registration of Remote Sensing Airborne Scanner Images.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Hybrid Sigma Filter for Processing Images Corrupted by Multiplicative Noise.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Varational method using the Kuan filtering approach for the restoration of blurred images with multiplicative noise.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

An integro-differential method for adaptive filtering of additive or multiplicative noise.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Gravitational Transform for Data Clustering - Application to Multicomponent Image Classification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Unsupervised variational classification through image multi-thresholding.
Proceedings of the 13th European Signal Processing Conference, 2005

2003
Toward a complete adaptive analysis of an image.
J. Electronic Imaging, 2003

Adaptive filtering of multiplicative noise by a new differential method.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Automatic image segmentation system through iterative edge - region co-operation.
Image Vis. Comput., 2002

Application to multispectral images of a blind identification system for blur, additive, multiplicative and impulse noises.
Proceedings of the 11th European Signal Processing Conference, 2002

Segmentation of fractal objects: Application to the measure of algae deposit density in the 'green tide' phenomenon.
Proceedings of the 11th European Signal Processing Conference, 2002

2000
Unsupervised Clustering Method with Optimal Estimation of the Number of Clusters: Application to Image Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Blind Restoration System of Blurred and Noisy Numerical Images.
Proceedings of the 2000 International Conference on Image Processing, 2000

Multi-Bands Image Segmentation: A Scalar Approach.
Proceedings of the 2000 International Conference on Image Processing, 2000

Genetic fusion: application to multi-components image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2000

Rotation invariant texture analysis: A comparative study.
Proceedings of the 10th European Signal Processing Conference, 2000

Blind identification of degradations using ascendant hierarchical classification.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Parametric Blur Estimation Using the Generalized Cross-Validation Criterion and a Smoothness Constraint on the Image.
Multidimens. Syst. Signal Process., 1999

Texture analysis of an image by using a rotation-invariant model.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

A comparative study between parametric blur estimation methods.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Recognition of rotated and scaled textures using 2-D AR modeling and the Fourier-Mellin transform.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Identification of the nature of noise and estimation of its statistical parameters by analysis of local histograms.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Unsupervised texture segmentation using 2-D AR modeling and a stochastic version of the EM procedure.
Proceedings of the 8th European Signal Processing Conference, 1996

Identification d'images dégradées par un bruit additif ou multiplicatif.
Proceedings of the 8th European Signal Processing Conference, 1996

1993
Edge-detection method using visual perception.
Proceedings of the Visual Information Processing II, Orlando, FL, USA, April 11, 1993, 1993

Automatic image-enhancement method.
Proceedings of the Visual Information Processing II, Orlando, FL, USA, April 11, 1993, 1993


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