Kristin Dana
14 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
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Keyword Champion
(2)
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Trend Setter
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(77)
Top co-authors
Research topics
Computer Vision
(12)
Machine Learning
(9)
Analysis
(8)
Domain-Specific
(6)
Deep Learning
(5)
Core Methods
(5)
Architectures
(4)
Processing
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Application Areas
(2)
Applications
(2)
Core AI Β· Artificial Intelligence
(2)
Core AI Β· Computer Vision
(2)
Keywords
material recognition
(3)
image classification
(3)
semantic segmentation
(2)
self-supervised learning
(2)
dictionary learning
(2)
convolutional neural network
(2)
precision agriculture
(2)
vision transformer
(1)
object detection
(1)
image segmentation
(1)
scene understanding
(1)
binary hashing
(1)
satellite imaging
(1)
remote sensing
(1)
change detection
(1)
regression analysis
(1)
image analysis
(1)
domain adaptation
(1)
texture classification
(1)
multi-view learning
(1)
Papers
Agtech Framework for Cranberry-Ripening Analysis using Vision Foundation Models
WACV 2025
WATCH: Wide-Area Terrestrial Change Hypercube
WACV 2024
Self-Supervised Object Detection from Egocentric Videos
ICCV 2023
Single Stage Weakly Supervised Semantic Segmentation of Complex Scenes
WACV 2023
AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk
WACV 2021
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
Light Field Messaging With Deep Photographic Steganography
CVPR 2019
Context Encoding for Semantic Segmentation
CVPR 2018
Deep Texture Manifold for Ground Terrain Recognition
CVPR 2018
Deep TEN: Texture Encoding Network
CVPR 2017
Differential Angular Imaging for Material Recognition
CVPR 2017
Reflectance Hashing for Material Recognition
CVPR 2015