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Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos. [PDF]

open access: yesComput Vis ECCV
Paruchuri A   +6 more
europepmc   +1 more source

Monocular Depth Estimation With Augmented Ordinal Depth Relationships [PDF]

open access: yesIEEE Transactions on Circuits and Systems for Video Technology, 2020
10 ...
Yuanzhouhan Cao, Ke Xian, Chunhua Shen
exaly   +4 more sources

Single image depth estimation: An overview [PDF]

open access: yesDigital Signal Processing, 2022
We review solutions to the problem of depth estimation, arguably the most important subtask in scene understanding. We focus on the single image depth estimation problem. Due to its properties, the single image depth estimation problem is currently best tackled with machine learning methods, most successfully with convolutional neural networks.
Alican Mertan, Damien Jade Duff
exaly   +3 more sources
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Perceptual Monocular Depth Estimation

Neural Processing Letters, 2021
Monocular depth estimation (MDE), which is the task of using a single image to predict scene depths, has gained considerable interest, in large part owing to the popularity of applying deep learning methods to solve “computer vision problems”. Monocular cues provide sufficient data for humans to instantaneously extract an understanding of scene ...
Janice Pan, Alan C. Bovik
openaire   +1 more source

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