Assessment of Moisture Retention of Soil with Biochar Using Linear Regression and Neural Network Pattern Recognition

Authors: Tolentino, Marcus Caesar B., Munsayac, Josh Clarence Y., Lagman, John David M., Ibia, Aldrich H., Roxas, Jestron Paul S., Lopez, Sean Louise C., Estacio, Conrad M., Marcos, Christ John L., Silva, Dante L., Marcos, Charlie L., Dionisio, Kassandra Ghake C.

Source: 2024 2nd International Conference on Artificial Intelligence and Automation Control (AIAC) Artificial Intelligence and Automation Control (AIAC), 2024 2nd International Conference on. :206-212 Dec, 2024

Relation: 2024 2nd International Conference on Artificial Intelligence and Automation Control (AIAC)

Lossy Neural Compression for Geospatial Analytics: A Review

Authors: Gomes, Carlos, Wittmann, Isabelle, Robert, Damien, Jakubik, Johannes, Reichelt, Tim, Martone, Michele, Maurogiovanni, Stefano, Vinge, Rikard, Hurst, Jonas, Scheurer, Erik, Sedona, Rocco, Brunschwiler, Thomas, Kesselheim, Stefan, Batic, Matej, Stier, Philip, Wegner, Jan Dirk, Cavallaro, Gabriele, Pebesma, Edzer, Marszalek, Michael, Belenguer-Plomer, Miguel A, Adriko, Kennedy, Fraccaro, Paolo, Kienzler, Romeo, Briq, Rania, Benassou, Sabrina, Lazzarini, Michele, Albrecht, Conrad M

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Physics - Geophysics

Access URL: http://arxiv.org/abs/2503.01505

SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, Updated

Authors: Blumenstiel, Benedikt, Braham, Nassim Ait Ali, Albrecht, Conrad M, Maurogiovanni, Stefano, Fraccaro, Paolo

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.00168

Multispectral to Hyperspectral using Pretrained Foundational model

Authors: Gonzalez, Ruben, Albrecht, Conrad M, Braham, Nassim Ait Ali, Lambhate, Devyani, Almeida, Joao Lucas de Sousa, Fraccaro, Paolo, Blumenstiel, Benedikt, Brunschwiler, Thomas, Bangalore, Ranjini

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.19451

Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining

Authors: Wang, Yi, Albrecht, Conrad M, Zhu, Xiao Xiang

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :7568-7571 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

AutoLCZ: Towards Automatized Local Climate Zone Mapping from Rule-Based Remote Sensing

Authors: Liu, Chenying, Song, Hunsoo, Shreevastava, Anamika, Albrecht, Conrad M

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :2023-2027 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling

Authors: Sakai, Masato, Freitag, Marcus, Sakurai, Akihisa, Albrecht, Conrad M, Hamann, Hendrik F

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :2212-2215 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation

Authors: Liu, Chenying, Albrecht, Conrad M, Wang, Yi, Zhu, Xiao Xiang

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :7040-7044 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

SpectralEarth: Training Hyperspectral Foundation Models at Scale

Authors: Braham, Nassim Ait Ali, Albrecht, Conrad M, Mairal, Julien, Chanussot, Jocelyn, Wang, Yi, Zhu, Xiao Xiang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.08447

Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining

Authors: Wang, Yi, Albrecht, Conrad M, Zhu, Xiao Xiang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.20462

DeepLCZChange: A REMOTE SENSING DEEP LEARNING MODEL ARCHITECTURE FOR URBAN CLIMATE RESILIENCECRediT

Authors: Sun, Wenlu, Sun, Yao, Liu, Chenying, Albrecht, Conrad M

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :3616-3619 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network

Authors: Nathaniel, Juan, Nyirjesy, Gabrielle, Watson, Campbell D., Albrecht, Conrad M., Klein, Levente J.

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :1297-1300 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View AssignmentCRediT

Authors: Pande, Shivam, Ali Braham, Nassim Ait, Wang, Yi, Albrecht, Conrad M, Banerjee, Biplab, Zhu, Xiao Xiang

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :6085-6088 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

Authors: Liu, Chenying, Albrecht, Conrad M, Wang, Yi, Li, Qingyu, Zhu, Xiao Xiang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2403.01641

Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

Authors: Yi Wang, Hugo Hernandez Hernandez, Conrad M Albrecht, Xiao Xiang Zhu

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 321-336 (2025)

Subject Terms: Earth observation, geospatial foundation models, masked autoencoder (MAE), remote sensing (RS), self-supervised learning, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10766851/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

Access URL: https://doaj.org/article/ad141a7704a940acb0a37173d5a8ed62

Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels

Authors: Liu, Chenying, Albrecht, Conrad M, Wang, Yi, Zhu, Xiao Xiang

Source: 2022 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2022 IEEE International Conference on. :4842-4847 Dec, 2022

Relation: 2022 IEEE International Conference on Big Data (Big Data)

Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection

Authors: Wang, Yi, Liu, Chenying, Tiwari, Arti, Silver, Micha, Karnieli, Arnon, Zhu, Xiao Xiang, Albrecht, Conrad M

Source: 2022 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2022 IEEE International Conference on. :4888-4892 Dec, 2022

Relation: 2022 IEEE International Conference on Big Data (Big Data)

Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing

Authors: Wang, Yi, Hernández, Hugo Hernández, Albrecht, Conrad M, Zhu, Xiao Xiang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2310.18653

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning

Authors: Wang, Yi, Albrecht, Conrad M, Zhu, Xiao Xiang

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :139-142 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Monitoring Urban Forests from Auto-Generated Segmentation MAPS

Authors: Albrecht, Conrad M, Liu, Chenying, Wang, Yi, Klein, Levente, Zhu, Xiao Xiang

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :5977-5980 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium