Minh-Tan Pham

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 60

Top Venues

CoRR

IGARSS

Remote. Sens.

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

Telecom Bretagne, France (PHD)

Education History

Telecom Bretagne, France

PHD

Publications

Hoàng-Ân Lê, Minh-Tan Pham
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasets. CoRR (2024)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
Hyperbolic prototypical network for few shot remote sensing scene classification. Pattern Recognit. Lett. 177 (2024)
Anh-Kiet Duong, Hoàng-Ân Lê, Minh-Tan Pham
Leveraging feature communication in federated learning for remote sensing image classification. CoRR (2024)
Paul Berg, Baki Uzun, Minh-Tan Pham, Nicolas Courty
Multimodal Supervised Contrastive Learning in Remote Sensing Downstream Tasks. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Tran Vu La, Minh-Tan Pham, Marco Chini
Insight Into the Collocation of Multi-Source Satellite Imagery for Multi-Scale Vessel Detection. CoRR (2024)
Minh-Tan Pham, Hugo Gangloff, Sébastien Lefèvre
Weakly Supervised Marine Animal Detection from Remote Sensing Images Using Vector-Quantized Variational Autoencoder. IGARSS (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data. CoRR (2023)
Minh-Tan Pham, Hugo Gangloff, Sébastien Lefèvre
Weakly supervised marine animal detection from remote sensing images using vector-quantized variational autoencoder. CoRR (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Knowledge Distillation for Object Detection: from generic to remote sensing datasets. CoRR (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Self-Training and Multi-Task Learning for Limited Data: Evaluation Study on Object Detection. CoRR (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Self-training and multi-task learning for limited data: evaluation study on object detection. ICCV (Workshops) (2023)
Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Multimodal Object Detection in Remote Sensing. CoRR (2023)
Tanya Singh, Hugo Gangloff, Minh-Tan Pham
Object counting from aerial remote sensing images: application to wildlife and marine mammals. CoRR (2023)
Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Multimodal Object Detection in Remote Sensing. IGARSS (2023)
Paul Berg, Minh-Tan Pham, Nicolas Courty
Joint Multi-Modal Self-Supervised Pre-Training in Remote Sensing: Application to Methane Source Classification. IGARSS (2023)
Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sébastien Lefèvre
Unsupervised Anomaly Detection Using Variational Autoencoder with Gaussian Random Field Prior. ICIP (2023)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. ICLR (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Knowledge Distillation for Object Detection: From Generic To Remote Sensing Datasets. IGARSS (2023)
Hoàng-Ân Lê, Minh-Tan Pham
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data. BMVC (2023)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Embeddings. IGARSS (2023)
Tanya Singh, Hugo Gangloff, Minh-Tan Pham
Object Counting from Aerial Remote Sensing Images: Application to Wildlife and Marine Mammals. IGARSS (2023)
Oscar David Rafael Narvaez Luces, Minh-Tan Pham, Quentin Poterek, Rémi Braun
Burnt area extraction from high-resolution satellite images based on anomaly detection. CoRR (2023)
Paul Berg, Minh-Tan Pham, Nicolas Courty
Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification. CoRR (2023)
Hoàng-Ân Lê, Florent Guiotte, Minh-Tan Pham, Sébastien Lefèvre, Thomas Corpetti
Learning Digital Terrain Models From Point Clouds: ALS2DTM Dataset and Rasterization-Based GAN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Paul Berg, Minh-Tan Pham, Nicolas Courty
Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives. Remote. Sens. 14 (16) (2022)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. CoRR (2022)
Paul Berg, Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images. Remote. Sens. 14 (2) (2022)
Hoàng-Ân Lê, Heng Zhang, Minh-Tan Pham, Sébastien Lefèvre
Mutual Guidance Meets Supervised Contrastive Learning: Vehicle Detection in Remote Sensing Images. Remote. Sens. 14 (15) (2022)
Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Watershed-Based Attribute Profiles With Semantic Prior Knowledge for Remote Sensing Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Hoàng-Ân Lê, Florent Guiotte, Minh-Tan Pham, Sébastien Lefèvre, Thomas Corpetti
Learning Digital Terrain Models from Point Clouds: ALS2DTM Dataset and Rasterization-based GAN. CoRR (2022)
Hugo Gangloff, Minh-Tan Pham, Luc Courtrai, Sébastien Lefèvre
Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly Detection. ICPR (2022)
Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification. ICPRAI (2) (2022)
Deise Santana Maia, Minh-Tan Pham, Sébastien Lefèvre
Watershed-Based Attribute Profiles for Pixel Classification of Remote Sensing Data. DGMM (2021)
Luc Courtrai, Minh-Tan Pham, Chloé Friguet, Sébastien Lefèvre
Small Object Detection from Remote Sensing Images with the Help of Object-Focused Super-Resolution Using Wasserstein GANs. IGARSS (2020)
Luc Courtrai, Minh-Tan Pham, Sébastien Lefèvre
Small Object Detection in Remote Sensing Images Based on Super-Resolution with Auxiliary Generative Adversarial Networks. Remote. Sens. 12 (19) (2020)
Alice Froidevaux, Andréa Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sébastien Lefèvre, Pierre Lassalle, Thanh-Long Huynh
Vehicle Detection and Counting from VHR Satellite Images: Efforts and Open Issues. IGARSS (2020)
Davide Pirrone, Minh-Tan Pham
A Compound Polarimetric-Textural Approach for Unsupervised Change Detection in Multi-Temporal Full-Pol SAR Imagery. IGARSS (2020)
Florent Guiotte, Minh-Tan Pham, Romain Dambreville, Thomas Corpetti, Sébastien Lefèvre
Semantic Segmentation of LiDAR Points Clouds: Rasterization Beyond Digital Elevation Models. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Minh-Tan Pham, Luc Courtrai, Chloé Friguet, Sébastien Lefèvre, Alexandre Baussard
YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images. Remote. Sens. 12 (15) (2020)
Alice Froidevaux, Andréa Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sébastien Lefèvre, Pierre Lassalle, Thanh-Long Huynh
Vehicle detection and counting from VHR satellite images: efforts and open issues. CoRR (2019)
Minh-Tan Pham, Sébastien Lefèvre
Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks. CoRR (2019)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula
Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Minh-Tan Pham, Sébastien Lefèvre
Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN. IGARSS (2018)
Minh-Tan Pham
Fusion of Polarimetric Features and Structural Gradient Tensors for VHR PolSAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone
Recent Developments from Attribute Profiles for Remote Sensing Image Classification. CoRR (2018)
Minh-Tan Pham, Sébastien Lefèvre
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN. CoRR (2018)
Minh-Tan Pham
Efficient Texture Retrieval Using Multiscale Local Extrema Descriptors and Covariance Embedding. ECCV Workshops (4) (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Minh-Tan Pham, Sébastien Lefèvre, François Merciol
Attribute Profiles on Derived Textural Features for Highly Textured Optical Image Classification. IEEE Geosci. Remote. Sens. Lett. 15 (7) (2018)
Minh-Tan Pham
Efficient texture retrieval using multiscale local extrema descriptors and covariance embedding. CoRR (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study. CoRR (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study. IGARSS (2018)
Erchan Aptoula, Minh-Tan Pham, Sébastien Lefèvre
Quasi-Flat Zones for Angular Data Simplification. ISMM (2017)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Bharath Bhushan Damodaran
Classification of VHR remote sensing images using local feature-based attribute profiles. IGARSS (2017)
Minh-Tan Pham, Grégoire Mercier, Emmanuel Trouvé, Sébastien Lefèvre
SAR image texture tracking using a pointwise graph-based model for glacier displacement measurement. IGARSS (2017)
Minh-Tan Pham, Grégoire Mercier, Lionel Bombrun
Color Texture Image Retrieval Based on Local Extrema Features and Riemannian Distance. J. Imaging 3 (4) (2017)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Lionel Bombrun, Julien Michel
Texture retrieval from very high resolution remote sensing images using local extrema-based descriptors. IGARSS (2016)
Minh-Tan Pham, Grégoire Mercier, Olivier Regniers, Julien Michel
Texture Retrieval from VHR Optical Remote Sensed Images Using the Local Extrema Descriptor with Application to Vineyard Parcel Detection. Remote. Sens. 8 (5) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Change Detection Between SAR Images Using a Pointwise Approach and Graph Theory. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
PW-COG: An Effective Texture Descriptor for VHR Satellite Imagery Using a Pointwise Approach on Covariance Matrix of Oriented Gradients. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Covariance-based texture description from weighted coherency matrix and gradient tensors for polarimetric SAR image classification. IGARSS (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise approach on covariance matrix of oriented gradients for very high resolution image texture segmentation. IGARSS (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Pointwise Graph-Based Local Texture Characterization for Very High Resolution Multispectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
A keypoint approach for change detection between SAR images based on graph theory. MultiTemp (2015)
Minh-Tan Pham, Grégoire Mercier, Julien Michel
Wavelets on graphs for very high resolution multispectral image texture segmentation. IGARSS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Minh-Tan Pham