Matthew Purri

5 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) WACV (2) ECCV (1)

Top co-authors

Kristin Dana (4) Peri Akiva (2) Scott Workman (1) Armin Hadzic (1) Ko Nishino (1) Tyler Anderson (1) Jon Crall (1) Tomoki Ichikawa (1) Beth Tellman (1) Connor Greenwell (1)

Research topics

Computer Vision (4) Deep Learning (3) Machine Learning (3) Domain-Specific (3) Analysis (2) Learning Types · Deep Learning (2) Computer Science (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Processing (1)

Keywords

semantic segmentation (2) remote sensing (2) change detection (2) self-supervised learning (2) satellite imaging (1) feature representation (1) surface normal (1) satellite imagery (1) multispectral imagery (1) geospatial task (1) broad area search (1) geospatial analysis (1) shape from polarization (1) material representation (1) texture representation (1) polarimetric imaging (1) 3d sensing (1) passive sensing (1) multi-spectral analysis (1) flood detection (1)

Papers

WATCH: Wide-Area Terrestrial Change Hypercube WACV 2024 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022 H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021 Shape From Sky: Polarimetric Normal Recovery Under the Sky CVPR 2021 Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images ECCV 2020