Deep Ordinal Regression Network for Monocular Depth Estimation

Huan Fu,Mingming Gong,Chaohui Wang,Kayhan Batmanghelich,Dacheng Tao

2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)（2018）

Cited 2233|Views194

Key words

multiscale network structure,deep ordinal regression network,monocular depth estimation,image-level information,deep convolutional neural networks,depth estimation networks,low-resolution feature maps,high-resolution depth maps,multilayer deconvolution networks,network training,spatial pooling,3D scene geometry,recast depth network learning,DCNNs,mean square error,convergence,skip-connections,SID strategy,spacing-increasing discretization strategy,multiscale information,DORN

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