Gabriel Dauphin

Université Paris Cité — France

Engineering · Physical Sciences

13h-index703citations70works1.52yr avg
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Research Topics

Remote-Sensing Image Classification(24), Remote Sensing and Land Use(17), Remote Sensing in Agriculture(12), Advanced Vision and Imaging(11), Advanced Image Processing Techniques(10)

Publications70 total

A Deep Random Forest Model with Symmetry Analysis for Hyperspectral Image Data Classification Based on Feature Importance
Symmetry·2025Open Access
A Symmetry-Aware Multi-Attention Framework for Bird Nest Detection on Railway Catenary Systems
Symmetry·2025Open Access
Multi-task convolution neural network-based lifting scheme for image compression
Pattern Recognition Letters·2025
Constrained regression for predicting the number of speed offending vehicles for UAV deployment
SSRN Electronic Journal·2025Open Access
Vers une nouvelle génération de schémas de lifting basés sur les réseaux de neurones et application à la compression d'images
SPIRE - Sciences Po Institutional REpository·2024Open Access
Hyperspectral Image Classification Method Based on Data Expansion and Consistency Regularization With Small Samples
IEEE Geoscience and Remote Sensing Letters·2024· 2 cited
Forest Change Monitoring Based on Block Instance Sampling and Homomorphic Hypothesis Margin Evaluation
Remote Sensing·2024Open Access
A Stratified Mislabeled Instances Removal Method Based on Density Spatial Clustering for Hyperspectral Image Classification
2024
An Ensemble-Based Framework for Sophisticated Crop Classification Exploiting Google Earth Engine
Remote Sensing·2024· 6 citedOpen Access
Ensemble synthetic oversampling with pixel pair for class-imbalanced and small-sized hyperspectral data classification
International Journal of Applied Earth Observation and Geoinformation·2024· 6 citedOpen Access
Dynamic Spatial–Spectral Feature Optimization-Based Point Cloud Classification
Remote Sensing·2024· 5 citedOpen Access
Introduction to speech recognition
arXiv (Cornell University)·2024Open Access
Stratified Classification of Plantation Forests in Jiangxi Province Using Google Earth Engine Based on Time Series Analysis and Sample Augmentation
SSRN Electronic Journal·2024Open Access
Joint Learning of Fully Connected Network Models in Lifting Based Image Coders
IEEE Transactions on Image Processing·2023· 5 citedOpen Access
Feature Importance Ranking of Random Forest-Based End-to-End Learning Algorithm
Remote Sensing·2023· 40 citedOpen Access
Rotation XGBoost Based Method for Hyperspectral Image Classification with Limited Training Samples
2023· 2 cited
An obstacle avoidance approach for UAV path planning
Simulation Modelling Practice and Theory·2023· 54 cited
A Connectivity Aware Path Planning for a Fleet of UAVs in an Urban Environment
IEEE Transactions on Intelligent Transportation Systems·2023· 16 cited
A Connectivity Aware Path Planning for a fleet of UAVs in an Urban Environment: Supplementary Material
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking
Symmetry·2023· 3 citedOpen Access
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Frequent Co-authors

Wei Feng(32), Yinghui Quan(28), Mengdao Xing(24), Wenjiang Huang(8), Anissa Mokraoui(8), Lianru Gao(7), Qiang Li(6), Wenxing Bao(5), Shuxian Dong(5), Xian Zhong(5), Shuo Wang(4), Aysha Kadaikar(4), Mounir Kaaniche(4), Yingping Tong(3), Yong Wang(3), Yijun Long(3), Yijia Song(3), Tassnim Dardouri(3), Imen Kadri(3), Zied Lachiri(3)