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01/18/2023
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness
RGB-D saliency detection aims to fuse multi-modal cues to accurately loc...
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06/15/2022
Physically-admissible polarimetric data augmentation for road-scene analysis
Polarimetric imaging, along with deep learning, has shown improved perfo...
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06/03/2021
Towards urban scenes understanding through polarization cues
Autonomous robotics is critically affected by the robustness of its scen...
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07/15/2020
P2D: a self-supervised method for depth estimation from polarimetry
Monocular depth estimation is a recurring subject in the field of comput...
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05/27/2020
Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model
Cardiac left ventricular (LV) segmentation from short-axis MRI acquired ...
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05/22/2020
Polarimetric image augmentation
Robotics applications in urban environments are subject to obstacles tha...
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10/02/2019
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning
Object detection in road scenes is necessary to develop both autonomous ...
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09/16/2019