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3D Depth Estimation
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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Image: monodepth2
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
ArcGAN: Generative Adversarial Networks for 3D Architectural Image Generation
Towards a Robust Framework for NeRF Evaluation
CLiNet: Joint Detection of Road Network Centerlines in 2D and 3D
TODE-Trans: Transparent Object Depth Estimation with Transformer
TransCG: A Large-Scale Real-World Dataset for Transparent Object Depth Completion and a Grasping Baseline
Putting People in their Place: Monocular Regression of 3D People in Depth
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications
Monocular, One-stage, Regression of Multiple 3D People
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation
Coherent Reconstruction of Multiple Humans from a Single Image
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation
Spherical View Synthesis for Self-Supervised 360 Depth Estimation
A Framework for Depth Estimation and Relative Localization of Ground Robots using Computer Vision
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation
A Deep Generative Model for Graph Layout
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth
Depth-Map Generation using Pixel Matching in Stereoscopic Pair of Images
DeepFlash: Turning a Flash Selfie into a Studio Portrait
Event-Based Structured Light for Depth Reconstruction using Frequency Tagged Light Patterns
DeepVel: deep learning for the estimation of horizontal velocities at the solar surface
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