Minh-Tan Pham

ORCID

Publication Activity (10 Years)

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

Top Venues

IGARSS

CoRR

Remote. Sens.

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

Telecom Bretagne, France (PHD)

Education History

Telecom Bretagne, France

PHD

Publications

Manal Hamzaoui, Laetitia Chapel, Minh-Tan Pham, Sébastien Lefèvre
Hyperbolic prototypical network for few shot remote sensing scene classification. Pattern Recognit. Lett. 177 (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