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Keyword: Depth Prediction

Dilated Fully Convolutional Neural Network for Depth Estimation from a Single Image

by Binghan Li, Yindong Hua, Yifeng Liu and Mi Lu

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 801–807, 2021; DOI: 10.25046/aj060292

Abstract:

Depth prediction plays a key role in understanding a 3D scene. Several techniques have been developed throughout the years, among which Convolutional Neural Network has recently achieved state-of-the-art performance on estimating depth from a single image. However, traditional CNNs suffer from the lower resolution and information loss caused by the pooling layers. And oversized parameters…