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08/31/2023
Vision-Based Cranberry Crop Ripening Assessment
Agricultural domains are being transformed by recent advances in AI and ...
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12/02/2022
Learning a Pedestrian Social Behavior Dictionary
Understanding pedestrian behavior patterns is a key component to buildin...
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11/22/2022
ViFi-Loc: Multi-modal Pedestrian Localization using GAN with Camera-Phone Correspondences
In Smart City and Vehicle-to-Everything (V2X) systems, acquiring pedestr...
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10/11/2022
ViFiCon: Vision and Wireless Association Via Self-Supervised Contrastive Learning
We introduce ViFiCon, a self-supervised contrastive learning scheme whic...
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06/18/2021
Towards Single Stage Weakly Supervised Semantic Segmentation
The costly process of obtaining semantic segmentation labels has driven ...
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11/08/2020
AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk
Machine vision for precision agriculture has attracted considerable rese...
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10/11/2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement
Accurate flood detection in near real time via high resolution, high lat...
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09/22/2020
Angular Luminance for Material Segmentation
Moving cameras provide multiple intensity measurements per pixel, yet of...
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06/11/2020
Feudal Steering: Hierarchical Learning for Steering Angle Prediction
We consider the challenge of automated steering angle prediction for sel...
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04/29/2020
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images
The connection between visual input and tactile sensing is critical for ...
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04/18/2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors
Precision agriculture has become a key factor for increasing crop yields...
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04/17/2019
Material Segmentation of Multi-View Satellite Imagery
Material recognition methods use image context and local cues for pixel-...
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03/29/2018
Deep Texture Manifold for Ground Terrain Recognition
We present a texture network called Deep Encoding Pooling Network (DEP) ...
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03/23/2018
Context Encoding for Semantic Segmentation
Recent work has made significant progress in improving spatial resolutio...
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03/20/2017
Multi-style Generative Network for Real-time Transfer
Despite the rapid progress in style transfer, existing approaches using ...
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12/08/2016
Deep TEN: Texture Encoding Network
We propose a Deep Texture Encoding Network (Deep-TEN) with a novel Encod...
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12/07/2016
Differential Angular Imaging for Material Recognition
Material recognition for real-world outdoor surfaces has become increasi...
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04/06/2016
Reading Between the Pixels: Photographic Steganography for Camera Display Messaging
We exploit human color metamers to send light-modulated messages less vi...
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03/25/2016
Friction from Reflectance: Deep Reflectance Codes for Predicting Physical Surface Properties from One-Shot In-Field Reflectance
Images are the standard input for vision algorithms, but one-shot infiel...
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02/07/2015