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04/17/2023
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey
A large field-of-view fisheye camera allows for capturing a large area w...
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04/17/2023
Human Pose Estimation in Monocular Omnidirectional Top-View Images
Human pose estimation (HPE) with convolutional neural networks (CNNs) fo...
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04/14/2022
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes
We propose a one-step person detector for topview omnidirectional indoor...
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04/16/2021
OmniFlow: Human Omnidirectional Optical Flow
Optical flow is the motion of a pixel between at least two consecutive v...
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12/15/2020
Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection
Synthetic images are one of the most promising solutions to avoid high c...
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11/11/2020
Where to drive: free space detection with one fisheye camera
The development in the field of autonomous driving goes hand in hand wit...
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11/11/2020
A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications
A Convolutional Neural Network (CNN) is sometimes confronted with object...
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11/11/2020
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning
Recent work about synthetic indoor datasets from perspective views has s...
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05/22/2018
OmniDetector: With Neural Networks to Bounding Boxes
We propose a person detector on omnidirectional images, an accurate meth...
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04/24/2018