Gabriel Dauphin

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 43

Top Topics

Hyperspectral Image Classification

Estimation Algorithm

Rotation Forest

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Yali Zhang, Wei Feng, Yinghui Quan, Guangqiang Ye, Gabriel Dauphin
Dynamic Spatial-Spectral Feature Optimization-Based Point Cloud Classification. Remote. Sens. 16 (3) (2024)
Wei Feng, Yijun Long, Gabriel Dauphin, Yinghui Quan, Wenjiang Huang, Mengdao Xing
Ensemble synthetic oversampling with pixel pair for class-imbalanced and small-sized hyperspectral data classification. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Gabriel Dauphin
Introduction to speech recognition. CoRR (2024)
Yan Lv, Wei Feng, Shuo Wang, Shiyu Wang, Liang Guo, Gabriel Dauphin
An Ensemble-Based Framework for Sophisticated Crop Classification Exploiting Google Earth Engine. Remote. Sens. 16 (5) (2024)
Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Yijia Song, Aifeng Ren, Mengdao Xing
A Two-Step Ensemble-Based Genetic Algorithm for Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zohaib Amjad Khan, Tassnim Dardouri, Mounir Kaaniche, Gabriel Dauphin
NNCD-IQA: A new neural networks based compressed database for image quality assessment. Multim. Tools Appl. 82 (9) (2023)
Yijia Song, Wei Feng, Gabriel Dauphin, Yijun Long, Yinghui Quan, Mengdao Xing
Ensemble Alignment Subspace Adaptation Method for Cross-Scene Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Nouman Bashir, Saadi Boudjit, Gabriel Dauphin
A Connectivity Aware Path Planning for a Fleet of UAVs in an Urban Environment. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Yan Lv, Wei Feng, Shuo Wang, Gabriel Dauphin, Yali Zhang, Mengdao Xing
Spectral-Spatial Feature Enhancement Algorithm for Nighttime Object Detection and Tracking. Symmetry 15 (2) (2023)
Xiaoguang Yuan, Shiruo Liu, Wei Feng, Gabriel Dauphin
Feature Importance Ranking of Random Forest-Based End-to-End Learning Algorithm. Remote. Sens. 15 (21) (2023)
Wei Feng, Xinting Gao, Gabriel Dauphin, Yinghui Quan
Rotation XGBoost Based Method for Hyperspectral Image Classification with Limited Training Samples. ICIP (2023)
Nouman Bashir, Saadi Boudjit, Gabriel Dauphin, Sherali Zeadally
An obstacle avoidance approach for UAV path planning. Simul. Model. Pract. Theory 129 (2023)
Shuo Wang, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Lianru Gao, Xian Zhong, Mengdao Xing
Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Daying Quan, Wei Feng, Gabriel Dauphin, Xiaofeng Wang, Wenjiang Huang, Mengdao Xing
A Novel Double Ensemble Algorithm for the Classification of Multi-Class Imbalanced Hyperspectral Data. Remote. Sens. 14 (15) (2022)
Shuo Wang, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Wenjiang Huang, Jing Li, Mengdao Xing
A heterogeneous double ensemble algorithm for soybean planting area extraction in Google Earth Engine. Comput. Electron. Agric. 197 (2022)
Yijia Song, Wei Feng, Yinghui Quan, Yue Liu, Qiang Li, Gabriel Dauphin, Yong Wang, Mengdao Xing
Remote Sensing Image Fusion Technology Based on DSP. IGARSS (2022)
Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Aifeng Ren, Xiaoguang Yuan, Mengdao Xing
Forest Disaster Detection Method Based on Ensemble Spatial-Spectral Genetic Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yali Zhang, Wei Feng, Yinghui Quan, Xian Zhong, Yijia Song, Qiang Li, Gabriel Dauphin, Yong Wang, Mengdao Xing
A Novel Spatial-Spectral Random Forest Algorithm for Pine WILT Monitoring. IGARSS (2022)
Shuxian Dong, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinshan Zou, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Mengdao Xing
A Multi-Level Synergistic Image Decomposition Algorithm for Remote Sensing Image Fusion. IGARSS (2022)
Shuxian Dong, Yinghui Quan, Wei Feng, Qiang Li, Gabriel Dauphin, Mengdao Xing
Ensemble CNN Based on Pixel-Pair and Random Feature Selection for Hyperspectral Image Classification with Small-Size Training Set. IGARSS (2021)
Shuxian Dong, Yinghui Quan, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
A Pixel Cluster CNN and Spectral-Spatial Fusion Algorithm for Hyperspectral Image Classification With Small-Size Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yingping Tong, Yinghui Quan, Wei Feng, Gabriel Dauphin, Yong Wang, Puxia Wu, Mengdao Xing
Multi-Scale Feature Extraction and Total Variation Based Fusion Method For HSI and Lidar Data Classification. IGARSS (2021)
Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Mengdao Xing
Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Wenjiang Huang, Wentao Zhu, Mengdao Xing
Relative Total Variation Structure Analysis-Based Fusion Method for Hyperspectral and LiDAR Data Classification. Remote. Sens. 13 (6) (2021)
Xian Zhong, Yinghui Quan, Wei Feng, Qiang Li, Gabriel Dauphin, Mengdao Xing
Imbalanced Multi-Class Classification of Hyperspectral Image Based on Smote and Deep Rotation Forest. IGARSS (2021)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Inf. Sci. 575 (2021)
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Gabriel Dauphin
A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders. ICIP (2021)
Qinzhe Lv, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Lianru Gao, Guoping Zhao, Mengdao Xing
Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification. IGARSS (2021)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Xian Zhong, Qiang Li, Mengdao Xing, Wenjiang Huang
Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification. IGARSS (2020)
Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, Zied Lachiri
Disparities selection controlled by the compensated image quality for a given bitrate. Signal Image Video Process. 14 (6) (2020)
Yinghui Quan, Shuxian Dong, Wei Feng, Gabriel Dauphin, Guoping Zhao, Yong Wang, Mengdao Xing
Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification. IGARSS (2020)
Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, Zied Lachiri
Stereoscopic Image Coding Using a Global Disparity Estimation Algorithm Optimizing the Compensation Scheme Impact. SPA (2020)
Yinghui Quan, Xian Zhong, Wei Feng, Gabriel Dauphin, Lianru Gao, Mengdao Xing
A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data. Remote. Sens. 12 (14) (2020)
Wei Feng, Yinghui Quan, Gabriel Dauphin, Puxia Wu, Bowen Bie, Yingping Tong, Xiaoguang Yuan, Jing Li, Mengdao Xing
Feature Separation Based Rotation Forest for Hyperspectral Image Classification. IGARSS (2020)
Wei Feng, Yinghui Quan, Gabriel Dauphin
Label Noise Cleaning with an Adaptive Ensemble Method Based on Noise Detection Metric. Sensors 20 (23) (2020)
Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Wenjiang Huang, Mengdao Xing
A Novel Image Fusion Method of Multi-Spectral and SAR Images for Land Cover Classification. Remote. Sens. 12 (22) (2020)
Wei Feng, Gabriel Dauphin, Wenjiang Huang, Yinghui Quan, Wenxing Bao, Mingquan Wu, Qiang Li
Dynamic Synthetic Minority Over-Sampling Technique-Based Rotation Forest for the Classification of Imbalanced Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (7) (2019)
Wei Feng, Gabriel Dauphin, Wenjiang Huang, Yinghui Quan, Wenzhi Liao
New margin-based subsampling iterative technique in modified random forests for classification. Knowl. Based Syst. 182 (2019)
Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, Yingying Dong
Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data. IGARSS (2019)
Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, Zied Lachiri
Stereoscopic Image Coding Performance using Disparity-Compensated Block Matching Algorithm. SPA (2019)
Aysha Kadaikar, Gabriel Dauphin, Anissa Mokraoui
Joint disparity and variable size-block optimization algorithm for stereoscopic image compression. Signal Process. Image Commun. 61 (2018)
Aysha Kadaikar, Gabriel Dauphin, Anissa Mokraoui
Improving block-matching algorithm by selecting disparity sets minimizing distortion for stereoscopic image coding. EUVIP (2016)
Aysha Kadaikar, Gabriel Dauphin, Anissa Mokraoui
Extended map estimation algorithm using joint entropy-distortion metric for non-rectified stereoscopic images. ISSPIT (2015)
Gabriel Dauphin, Mounir Kaaniche, Anissa Zergaïnoh-Mokraoui
Block dependent dictionary based disparity compensation for stereo image coding. ICIP (2015)
Aysha Kadaikar, Gabriel Dauphin, Anissa Mokraoui
Sequential block-based disparity map estimation algorithm for stereoscopic image coding. Signal Process. Image Commun. 39 (2015)
Aysha Kadaikar, Gabriel Dauphin, Anissa Mokraoui
Modified block matching algorithm improving rate-distortion performance for stereoscopic image coding. ISSPIT (2015)
Aysha Kadaikar, Anissa Mokraoui, Gabriel Dauphin
Entropy-constrained dense disparity map estimation algorithm for stereoscopic images. EUSIPCO (2014)
Gabriel Dauphin
Tracking based solely on location of interest points. EUVIP (2013)
Gabriel Dauphin, S. Khanfir
Background suppression with low-resolution camera in the context of medication intake monitoring. EUVIP (2011)
Gabriel Dauphin, Patrick Viaris de Lesegno
Analysis and comparison of quality metrics with reference based on uniform colour spaces. EUVIP (2010)
Olivier Stasse, Ee Sian Neo, Kazuhito Yokoi, Gabriel Dauphin, Patrick Bonnin
Fast quality measurement of a H263+ video stream for teleoperating a HRP-2 humanoid robot. MVA (2005)
Gabriel Dauphin, Azeddine Beghdadi, Patrick Viaris de Lesegno
A local directional bandlimited contrast. ISSPA (2) (2003)
Patrick Bonnin, Olivier Stasse, Vincent Hugel, Pierre Blazevic, Gabriel Dauphin
Towards a method to compare and to evaluate fast pixel gathering mechanisms for real time robotic vision systems. ISSPA (2) (2003)