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1
Published 2022
Springer Nature Switzerland
Table of Contents: ... Aggregation for Self-Supervised Monocular Depth Estimation -- Planes vs. Chairs: Category-Guided 3D Shape...

2
Published 2022
Springer Nature Switzerland
Table of Contents: ...-Based Image Enhancement -- Editable Indoor Lighting Estimation -- Fast Two-Step Blind Optical Aberration...

3
Published 2022
Springer Nature Switzerland
Table of Contents: ... Enhancement -- Editable Indoor Lighting Estimation -- Fast Two-Step Blind Optical Aberration Correction...

4
Published 2022
Springer Nature Switzerland
Table of Contents: ...P-STMO: Pre-trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation -- D&D...

5
Published 2022
Springer Nature Switzerland
Table of Contents: ...Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression -- CostDCNet...

6
Published 2022
Springer Nature Switzerland
Table of Contents: ... Estimation with 360° Cameras -- GigaDepth: Learning Depth from Structured Light with Branching Neural...

7
Published 2022
Springer Nature Switzerland
Table of Contents: ... Reasoning -- MonoPLFlowNet: Permutohedral Lattice FlowNet for Real-Scale 3D Scene Flow Estimation...

8
Published 2022
Springer Nature Switzerland
Table of Contents: ... Transformers -- Category-Level 6D Object Pose and Size Estimation Using Self-Supervised Deep Prior Deformation...

9
Published 2022
Springer Nature Switzerland
Table of Contents: ... Segmentation for LiDAR Point Clouds -- Visual Cross-View Metric Localization with Dense Uncertainty Estimates...

10
Published 2022
Springer Nature Switzerland
Table of Contents: ...: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images -- Latency-Aware Collaborative Perception...

11
Published 2022
Springer Nature Switzerland
Table of Contents: ...-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion...

12
Published 2022
Springer Nature Switzerland
Table of Contents: ... Detection -- RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray...

13
Published 2022
Springer Nature Switzerland
Table of Contents: ... to Generate Realistic LiDAR Point Clouds -- RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D...

14
Published 2022
Springer Nature Switzerland
Table of Contents: ...Unfolded Deep Kernel Estimation for Blind Image Super-Resolution -- Event-Guided Deblurring...

15
Published 2022
Springer Nature Switzerland
Table of Contents: ... Racially Unbiased Skin Tone Estimation via Scene Disambiguation -- BoundaryFace: A Mining Framework...

16
Published 2022
Springer Nature Switzerland
Table of Contents: ... for Depth Estimation -- Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models -- FAR...

17
Published 2022
Springer Nature Switzerland
Table of Contents: ... Semantic Correspondence Estimation -- Open-Set Semi-Supervised Object Detection -- Vibration-Based...

18
Published 2022
Springer Nature Switzerland
Table of Contents: ... Estimation on Neural Surfaces by Sphere Tracing --...

19
Published 2022
Springer Nature Switzerland
Table of Contents: ... Trajectory Prediction Evaluation and the Effectiveness of Implicit Maximum Likelihood Estimation -- TEMOS...

20
Published 2022
Springer Nature Switzerland
Table of Contents: ... Estimation for Noisy Label Identification and Correction -- Few-Shot Class-Incremental Learning via Entropy...