Search Results - "Chaib, Souleyman"

On the Co-Selection of Vision Transformer Features and Images for Very High-Resolution Image Scene Classification by Chaib, Souleyman, Mansouri, Dou El Kefel, Omara, Ibrahim, Hagag, Ahmed, Dhelim, Sahraoui, Bensaber, Djamel Amar

“…Recent developments in remote sensing technology have allowed us to observe the Earth with very high-resolution (VHR) images. VHR imagery scene classification…”
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A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition by Omara, Ibrahim, Hagag, Ahmed, Chaib, Souleyman, Ma, Guangzhi, Abd El-Samie, Fathi E., Song, Enmin

“…Metric learning has significantly improved machine learning applications such as face re-identification and image classification using K-Nearest Neighbor (KNN)…”
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Deep Feature Fusion for VHR Remote Sensing Scene Classification by Chaib, Souleyman, Huan Liu, Yanfeng Gu, Hongxun Yao

“…The rapid development of remote sensing technology allows us to get images with high and very high resolution (VHR). VHR imagery scene classification has…”
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VeSoNet: Traffic-Aware Content Caching for Vehicular Social Networks Using Deep Reinforcement Learning by Aung, Nyothiri, Dhelim, Sahraoui, Chen, Liming, Lakas, Abderrahmane, Zhang, Wenyin, Ning, Huansheng, Chaib, Souleyman, Kechadi, Mohand Tahar

“…Vehicular social networking is an emerging application of the Internet of Vehicles (IoV) which aims to achieve seamless integration of vehicular networks and…”
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mFILS: Tri-Selection via Convex and Nonconvex Regularizations by Mansouri, Dou El Kefel, Benabdeslem, Khalid, Benkabou, Seif.Eddine, Chaib, Souleyman, Chohri, Mohamed

“…In many real-world applications, data are represented by multiple instances and simultaneously associated with multiple labels. These data are always redundant…”
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An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification by Chaib, Souleyman, Yanfeng Gu, Hongxun Yao

“…Understanding the scenes provided by very high resolution satellite (VHR) imagery has become a critical task. In this letter, we propose a new informative…”
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CoSP: co-selection pick for a global explainability of black box machine learning models by Mansouri, Dou El Kefel, Benkabou, Seif-Eddine, Meddahi, Khaoula, Hadjali, Allel, Mesmoudi, Amin, Benabdeslem, Khalid, Chaib, Souleyman

“…Recently, few methods for understanding machine learning model’s outputs have been developed. SHAP and LIME are two well-known examples of these methods. They…”
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Dual link distributed source coding scheme for the transmission of satellite hyperspectral imagery by Hagag, Ahmed, Omara, Ibrahim, Chaib, Souleyman, Ma, Guangzhi, El-Samie, Fathi E. Abd

“…•The problem of hyperspectral image lossless compression is highlighted.•A dual link distributed source coding (DLDSC) scheme is developed to improve…”
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Multibranch Cnn-Based Pansharpening With Skip Connection by Larabi, Mohammed El Amin, Karoui, Moussa Sofiane, Chaib, Souleyman, Bakhti, Khadidja, Tchenar, Mohammed Ilyas

“…Recent research on multispectral (MS) and panchromatic (PN) images fusion that known as pansharpening has progressed with the development of Convolutional…”
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Very High Resolution Image Scene Classification with Semantic Fisher Vectors by Chaib, Souleyman, Gu, Yanfeng, Yao, Hongxun, Belkadi, Khaled

“…Very high resolution (VHR) image scene classification is the most challenging of remote sensing data analysis, that has attracted researchers' attention. To…”
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Transfer Learning for Changes Detection in Optical Remote Sensing Imagery by Amin Larabi, Mohammed El, Chaib, Souleyman, Bakhti, Khadidja, Karoui, Moussa Sofiane

“…Change detection in land and urban environments has been an important task in remote sensing field. Deep learning has recently received an increasing attention…”
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Improvememt of multi-temporal vegetation modeling using hybrid deep neural networks of multispectral remote sensing images by Bakhti, Khadidja, Djerriri, Khelifa, El Amin Arabi, Mohammed, Chaib, Souleyman, Sofiane Karoui, Moussa

“…Land cover classification is one of the most important research fields in the remote sensing community. With the rapid growth of remote sensing sensors, it has…”
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Bi-Directional LSTM Model For Classification Of Vegetation From Satellite Time Series by Bakhti, Khadidja, El Amin Arabi, Mohammed, Chaib, Souleyman, Djerriri, Khelifa, Karoui, Moussa Sofiane, Boumaraf, Said

“…To further improve the classification accuracy of remote sensing time series data, in this paper, we propose a Bi-directional Long-Term and Short-Term Memory…”
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Very High Resolution Image Scene Classification with Capsule Network by Chaib, Souleyman, Amin Larabi, Mohammed El, Gu, Yanfeng, Bakhti, Khadidja, Karoui, Moussa Sofiane

“…Convolutional Neural Network (CNN) has boosted the performance of Very High Resolution (VHR) remote sensing data classification. Moreover, the continuous…”
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A VHR scene classification method integrating sparse PCA and saliency computing by Chaib, Souleyman, Yanfeng Gu, Hongxun Yao, Sicheng Zhao

“…Understanding a scene provided by very high resolution (VHR) satellite imagery has become a more and more challenging problem. In this paper, we propose a new…”
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