On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Haimei, Zhang, Jing, Chen, Zhuo, Yuan, Bo, Tao, Dacheng |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Cross-View-Consistent Self-Supervised Surround Depth Estimation
by: Ding, Laiyan, et al.
Published: (2024)
by: Ding, Laiyan, et al.
Published: (2024)
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
by: Zhao, Haimei, et al.
Published: (2024)
by: Zhao, Haimei, et al.
Published: (2024)
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation
by: Dong, Yue-Jiang, et al.
Published: (2023)
by: Dong, Yue-Jiang, et al.
Published: (2023)
Self-supervised Event-based Monocular Depth Estimation using Cross-modal Consistency
by: Zhu, Junyu, et al.
Published: (2024)
by: Zhu, Junyu, et al.
Published: (2024)
PromptMono: Cross Prompting Attention for Self-Supervised Monocular Depth Estimation in Challenging Environments
by: Wang, Changhao, et al.
Published: (2025)
by: Wang, Changhao, et al.
Published: (2025)
FlowDepth: Decoupling Optical Flow for Self-Supervised Monocular Depth Estimation
by: Sun, Yiyang, et al.
Published: (2024)
by: Sun, Yiyang, et al.
Published: (2024)
Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation
by: Nguyen, Hoang Chuong, et al.
Published: (2024)
by: Nguyen, Hoang Chuong, et al.
Published: (2024)
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation
by: Yang, Haolin, et al.
Published: (2024)
by: Yang, Haolin, et al.
Published: (2024)
CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation
by: Abualhanud, Samer, et al.
Published: (2025)
by: Abualhanud, Samer, et al.
Published: (2025)
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection
by: Zhao, Haimei, et al.
Published: (2023)
by: Zhao, Haimei, et al.
Published: (2023)
UM-Depth : Uncertainty Masked Self-Supervised Monocular Depth Estimation with Visual Odometry
by: Um, Tae-Wook, et al.
Published: (2025)
by: Um, Tae-Wook, et al.
Published: (2025)
Focusable Monocular Depth Estimation
by: Du, Yuxin, et al.
Published: (2026)
by: Du, Yuxin, et al.
Published: (2026)
DepthMaster: Taming Diffusion Models for Monocular Depth Estimation
by: Song, Ziyang, et al.
Published: (2025)
by: Song, Ziyang, et al.
Published: (2025)
Depth3DLane: Fusing Monocular 3D Lane Detection with Self-Supervised Monocular Depth Estimation
by: Hoven, Max van den, et al.
Published: (2025)
by: Hoven, Max van den, et al.
Published: (2025)
RTS-Mono: A Real-Time Self-Supervised Monocular Depth Estimation Method for Real-World Deployment
by: Cheng, Zeyu, et al.
Published: (2025)
by: Cheng, Zeyu, et al.
Published: (2025)
$\mathrm{F^2Depth}$: Self-supervised Indoor Monocular Depth Estimation via Optical Flow Consistency and Feature Map Synthesis
by: Guo, Xiaotong, et al.
Published: (2024)
by: Guo, Xiaotong, et al.
Published: (2024)
High-Precision Self-Supervised Monocular Depth Estimation with Rich-Resource Prior
by: Han, Wencheng, et al.
Published: (2024)
by: Han, Wencheng, et al.
Published: (2024)
PTC-Depth: Pose-Refined Monocular Depth Estimation with Temporal Consistency
by: Han, Leezy, et al.
Published: (2026)
by: Han, Leezy, et al.
Published: (2026)
GeoSurDepth: Harnessing Foundation Model for Spatial Geometry Consistency-Oriented Self-Supervised Surround-View Depth Estimation
by: Liu, Weimin, et al.
Published: (2026)
by: Liu, Weimin, et al.
Published: (2026)
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation
by: Grigore, Ionuţ, et al.
Published: (2024)
by: Grigore, Ionuţ, et al.
Published: (2024)
Occlusion-Aware Self-Supervised Monocular Depth Estimation for Weak-Texture Endoscopic Images
by: Huang, Zebo, et al.
Published: (2025)
by: Huang, Zebo, et al.
Published: (2025)
Multi-Modal Monocular Endoscopic Depth and Pose Estimation with Edge-Guided Self-Supervision
by: Ju, Xinwei, et al.
Published: (2026)
by: Ju, Xinwei, et al.
Published: (2026)
Manydepth2: Motion-Aware Self-Supervised Monocular Depth Estimation in Dynamic Scenes
by: Zhou, Kaichen, et al.
Published: (2023)
by: Zhou, Kaichen, et al.
Published: (2023)
WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation
by: Ding, Yilin, et al.
Published: (2024)
by: Ding, Yilin, et al.
Published: (2024)
Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation
by: El-Ghoussani, Amir, et al.
Published: (2024)
by: El-Ghoussani, Amir, et al.
Published: (2024)
Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation
by: Gao, Yanbo, et al.
Published: (2026)
by: Gao, Yanbo, et al.
Published: (2026)
Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation
by: Chen, Runze, et al.
Published: (2024)
by: Chen, Runze, et al.
Published: (2024)
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation
by: Talker, Lior, et al.
Published: (2022)
by: Talker, Lior, et al.
Published: (2022)
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation
by: Zheng, Zhimeng, et al.
Published: (2024)
by: Zheng, Zhimeng, et al.
Published: (2024)
DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination
by: Ou, Mingyang, et al.
Published: (2025)
by: Ou, Mingyang, et al.
Published: (2025)
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces
by: Zhang, Junrui, et al.
Published: (2024)
by: Zhang, Junrui, et al.
Published: (2024)
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion
by: Li, Pengzhi, et al.
Published: (2024)
by: Li, Pengzhi, et al.
Published: (2024)
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
by: Jiang, Kui, et al.
Published: (2025)
by: Jiang, Kui, et al.
Published: (2025)
Self-supervised Monocular Depth Estimation with Large Kernel Attention
by: Xiang, Xuezhi, et al.
Published: (2024)
by: Xiang, Xuezhi, et al.
Published: (2024)
Deep Neighbor Layer Aggregation for Lightweight Self-Supervised Monocular Depth Estimation
by: Boya, Wang, et al.
Published: (2023)
by: Boya, Wang, et al.
Published: (2023)
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion
by: Woo, Sungmin, et al.
Published: (2024)
by: Woo, Sungmin, et al.
Published: (2024)
Survey on Monocular Metric Depth Estimation
by: Zhang, Jiuling
Published: (2025)
by: Zhang, Jiuling
Published: (2025)
Cross360: 360° Monocular Depth Estimation via Cross Projections Across Scales
by: Huang, Kun, et al.
Published: (2026)
by: Huang, Kun, et al.
Published: (2026)
Uncertainty and Self-Supervision in Single-View Depth
by: Rodriguez-Puigvert, Javier
Published: (2024)
by: Rodriguez-Puigvert, Javier
Published: (2024)
Similar Items
-
Towards Cross-View-Consistent Self-Supervised Surround Depth Estimation
by: Ding, Laiyan, et al.
Published: (2024) -
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
by: Zhao, Haimei, et al.
Published: (2024) -
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation
by: Dong, Yue-Jiang, et al.
Published: (2023) -
Self-supervised Event-based Monocular Depth Estimation using Cross-modal Consistency
by: Zhu, Junyu, et al.
Published: (2024) -
PromptMono: Cross Prompting Attention for Self-Supervised Monocular Depth Estimation in Challenging Environments
by: Wang, Changhao, et al.
Published: (2025)