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11/28/2022
Train smarter, not harder: learning deep abdominal CT registration on scarce data
Purpose: This study aims to explore training strategies to improve convo...
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04/13/2020
Accelerating B-spline Interpolation on GPUs: Application to Medical Image Registration
Background and Objective. B-spline interpolation (BSI) is a popular tech...
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07/13/2019
Adaptive Context Encoding Module for Semantic Segmentation
The object sizes in images are diverse, therefore, capturing multiple sc...
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02/15/2019
Two-Stage Transfer Learning for Heterogeneous Robot Detection and 3D Joint Position Estimation in a 2D Camera Image using CNN
Collaborative robots are becoming more common on factory floors as well ...
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05/30/2018
Transfer Learning for Unseen Robot Detection and Joint Estimation on a Multi-Objective Convolutional Neural Network
A significant problem of using deep learning techniques is the limited a...
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04/06/2018
Multi-Objective Convolutional Neural Networks for Robot Localisation and 3D Position Estimation in 2D Camera Images
The field of collaborative robotics and human-robot interaction often fo...
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01/06/2018