Philipe A. Dias

According to our database, Philipe A. Dias authored at least 21 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pretraining Billion-Scale Geospatial Foundational Models on Frontier.

Aristeidis Tsaris, Philipe Ambrozio Dias, Abhishek Potnis, Junqi Yin, Feiyi Wang, Dalton D. Lunga

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses.

Ronny Hänsch, Jacob Arndt, Philipe A. Dias, Abhishek Potnis, Dalton D. Lunga, Desiree Petrie, Todd M. Bacastow

Proceedings of the IGARSS 2024, 2024

Conditional Experts for Improved Building Damage Assessment Across Satellite Imagery View Angles.

Philipe A. Dias, Jacob Arndt, Marie L. Urban, Dalton D. Lunga

Proceedings of the IGARSS 2024, 2024

Towards Diverse and Representative Global Pretraining Datasets for Remote Sensing Foundation Models.

Jacob Arndt, Philipe A. Dias, Abhishek Potnis, Dalton D. Lunga

Proceedings of the IGARSS 2024, 2024

OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery.

Philipe A. Dias, Aristeidis Tsaris, Jordan Bowman, Abhishek Potnis, Jacob Arndt, Hsiuhan Lexie Yang, Dalton D. Lunga

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Uncertainty-Aware Gaze Tracking for Assisted Living Environments.

Paris Her, Logan Manderle, Philipe A. Dias, Henry Medeiros, Francesca Odone

IEEE Trans. Image Process., 2023

Towards Rapid Response Updates of Populations at Risk.

Marie L. Urban, Jessica Moehl, Philipe A. Dias, Joseph Tuccillo, Andrew Reith, Kelly M. Sims, Sarah Walters, Jacob Arndt, Abhishek Potnis, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding.

Abhishek Potnis, Dalton D. Lunga, Alexandre Sorokine, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman, Jason Wohlgemuth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Scaling Automatic Vector Data Alignment to Satellite Imagery.

Abhishek Potnis, Dalton D. Lunga, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Agenda for Multimodal Foundation Models for Earth Observation.

Philipe A. Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Henry Medeiros, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Model Assumptions and Data Characteristics: Impacts on Domain Adaptation in Building Segmentation.

Philipe A. Dias, Yuxin Tian, Shawn D. Newsam, Aristeidis Tsaris, Jacob D. Hinkle, Dalton D. Lunga

IEEE Trans. Geosci. Remote. Sens., 2022

Advancing Data Fusion in Earth Sciences.

Dalton D. Lunga, Philipe A. Dias

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Embedding Ethics and Trustworthiness for Sustainable AI in Earth Sciences: Where Do We Begin?

Philipe A. Dias, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Distributed Training for High Resolution Images: A Domain and Spatial Decomposition Approach.

Aristeidis Tsaris, Jacob D. Hinkle, Dalton D. Lunga, Philipe Ambrozio Dias

Proceedings of the IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop, 2021

2020

Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing.

Philipe A. Dias, Henry Medeiros

CoRR, 2020

Gaze Estimation for Assisted Living Environments.

Philipe A. Dias, Damiano Malafronte, Henry Medeiros, Francesca Odone

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Keypoint-Based Gaze Tracking.

Paris Her, Logan Manderle, Philipe A. Dias, Henry Medeiros, Francesca Odone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

FreeLabel: A Publicly Available Annotation Tool Based on Freehand Traces.

Philipe Ambrozio Dias, Zhou Shen, Amy Tabb, Henry Medeiros

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018

Multispecies Fruit Flower Detection Using a Refined Semantic Segmentation Network.

Philipe A. Dias, Amy Tabb, Henry Medeiros

IEEE Robotics Autom. Lett., 2018

Apple flower detection using deep convolutional networks.

Philipe A. Dias, Amy Tabb, Henry Medeiros

Comput. Ind., 2018

Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections.

Philipe Ambrozio Dias, Henry Medeiros

Proceedings of the Computer Vision - ACCV 2018, 2018