OpenCodePapers
depth-estimation-on-stanford2d3d-panoramic
Depth Estimation
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Paper
Code
RMSE
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absolute relative error
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ModelName
ReleaseDate
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HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model
0.2619
0.0532
HiMODE
2022-04-11
FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions
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0.2727
0.0952
FreDSNet
2022-10-04
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning
✓ Link
0.2776
0.0649
NLFB
2021-09-22
PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation
✓ Link
0.3083
0.0405
PanoFormer
2022-03-17
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation
✓ Link
0.341
0.0984
ACDNet
2021-12-29
OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion
✓ Link
0.3474
0.095
OmniFusion (2-iter)
2022-03-02
GLPanoDepth: Global-to-Local Panoramic Depth Estimation
✓ Link
0.3493
GLPanoDepth
2022-02-06
Neural Contourlet Network for Monocular 360 Depth Estimation
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0.3528
0.0558
Neural Contourlet Network
2022-08-03
SliceNet: Deep Dense Depth Estimation From a Single Indoor Panorama Using a Slice-Based Representation
0.3684
0.0744
SliceNet
2021-06-19
Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images
0.369
0.176
DisConv
2018-09-01
UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation
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0.3691
0.1114
UniFuse with fusion
2021-02-06
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation
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0.372
0.1117
BiFuse++
2022-09-07
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation
0.3747
0.0972
PanoDepth
2022-02-02
HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features
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0.3834
0.1014
HoHoNet (ResNet-101)
2020-11-23
BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion
✓ Link
0.4142
0.1209
BiFuse with fusion
2020-06-01
Geometric Structure Based and Regularized Depth Estimation From 360 Indoor Imagery
0.421
Jin et al.
2020-06-01
SphereDepth: Panorama Depth Estimation from Spherical Domain
0.4512
0.1158
SphereDepth
2022-08-29
OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas
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0.6152
0.1996
OmniDepth
2018-07-25