Showing 1–20 of 38 results
/ Date/ Name
May 1, 2019Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural NetworksAug 20, 2017Shapelet-based Sparse Representation for Landcover Classification of Hyperspectral ImagesOct 19, 2017Deep Self-taught Learning for Remote Sensing Image ClassificationMar 20, 2018Ocean Eddy Identification and Tracking using Neural NetworksOct 24, 2022Exploring Self-Attention for Crop-type Classification ExplainabilitySep 22, 2017Tropical Land Use Land Cover Mapping in Pará (Brazil) using Discriminative Markov Random Fields and Multi-temporal TerraSAR-X DataOct 19, 2017Sea Level Anomaly Prediction using Recurrent Neural NetworksMar 1, 2022Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite ImageryDec 8, 2023Better, Not Just More: Data-Centric Machine Learning for Earth ObservationDec 6, 2023Data-Centric Digital Agriculture: A PerspectiveDec 15, 2017Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random FieldsFeb 8, 2018Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel QuantificationSep 22, 2017STAR: Spatio-Temporal Altimeter Waveform Retracking using Sparse Representation and Conditional Random FieldsDec 6, 2023Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial NetworksMay 24, 2023Reliability Scores from Saliency Map Clusters for Improved Image-based Harvest-Readiness Prediction in CauliflowerMay 17, 2021Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial NetworksApr 7, 2021Artificial and beneficial -- Exploiting artificial images for aerial vehicle detectionAug 20, 2017Incremental Import Vector Machines for Classifying Hyperspectral DataSep 15, 2021Maneuver-based Trajectory Prediction for Self-driving Cars Using Spatio-temporal Convolutional NetworksJan 8, 2022Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision