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Surface Normal Estimation

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Showing 51–96 of 96 papers

TitleStatusHype
GRIT: General Robust Image Task BenchmarkCode1
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
Object Pose Estimation using Mid-level Visual RepresentationsCode0
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D ScansCode1
Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal EstimationCode1
Multi-Task Self-Training for Learning General Representations—0
Human Pose and Shape Estimation from Single Polarization ImagesCode1
SNE-RoadSeg+: Rethinking Depth-Normal Translation and Deep Supervision for Freespace Detection—0
Single Image Depth Estimation: An Overview—0
Streaming Self-Training via Domain-Agnostic Unlabeled Images—0
Transformer-Based Attention Networks for Continuous Pixel-Wise PredictionCode1
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal EstimationCode1
HoliCity: A City-Scale Data Platform for Learning Holistic 3D StructuresCode1
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data—0
Deep Surface Normal Estimation on the 2-Sphere with Confidence Guided Semantic Attention—0
What is Learned in Deep Uncalibrated Photometric Stereo?—0
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data—0
Surface Normal Estimation of Tilted Images via Spatial RectifierCode1
Improving task-specific representation via 1M unlabelled images without any extra knowledge—0
Attentive Feature Reuse for Multi Task Meta learning—0
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry EstimationCode1
VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines—0
VisualEchoes: Spatial Image Representation Learning through Echolocation—0
IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal EstimationCode1
Task-Assisted Domain Adaptation with Anchor Tasks—0
Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network—0
Scaling and Benchmarking Self-Supervised Visual Representation LearningCode0
Deep Iterative Surface Normal EstimationCode0
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-SpheresCode0
Deep Surface Normal Estimation with Hierarchical RGB-D FusionCode0
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB ImageCode0
Self-supervised Learning for Single View Depth and Surface Normal Estimation—0
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual DetectionCode0
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal EstimationCode1
Pixel-wise Attentional Gating for Parsimonious Pixel LabelingCode1
Maintaining Natural Image Statistics with the Contextual LossCode0
Generic 3D Representation via Pose Estimation and MatchingCode0
Transitive Invariance for Self-supervised Visual Representation Learning—0
PixelNet: Representation of the pixels, by the pixels, and for the pixelsCode0
Pano2CAD: Room Layout From A Single Panorama Image—0
PixelNet: Towards a General Pixel-level Architecture—0
Fine-scale Surface Normal Estimation using a Single NIR Image—0
Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs—0
Unsupervised Learning of Visual Representations using Videos—0
Designing Deep Networks for Surface Normal Estimation—0
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional ArchitectureCode0
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