Toward Better SSIM Loss for Unsupervised Monocular Depth Estimation
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Yijun, Luo, Fuya, Li, Yongjie |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward A Better Understanding of Monocular Depth Evaluation
by: Wu, Siyang, et al.
Published: (2025)
by: Wu, Siyang, 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)
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)
Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion
by: Liu, Runze, et al.
Published: (2024)
by: Liu, Runze, et al.
Published: (2024)
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy
by: Li, Bojian, et al.
Published: (2024)
by: Li, Bojian, et al.
Published: (2024)
Estimating Depth of Monocular Panoramic Image with Teacher-Student Model Fusing Equirectangular and Spherical Representations
by: Liu, Jingguo, et al.
Published: (2024)
by: Liu, Jingguo, et al.
Published: (2024)
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
by: Zhang, Xiang, et al.
Published: (2024)
by: Zhang, Xiang, et al.
Published: (2024)
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation
by: Zhang, Mengtan, et al.
Published: (2024)
by: Zhang, Mengtan, et al.
Published: (2024)
FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth Estimation
by: Wang, Fei, et al.
Published: (2024)
by: Wang, Fei, et al.
Published: (2024)
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation
by: Yang, Yuchen, et al.
Published: (2024)
by: Yang, Yuchen, et al.
Published: (2024)
UniDepth: Universal Monocular Metric Depth Estimation
by: Piccinelli, Luigi, et al.
Published: (2024)
by: Piccinelli, Luigi, et al.
Published: (2024)
Scalable Autoregressive Monocular Depth Estimation
by: Wang, Jinhong, et al.
Published: (2024)
by: Wang, Jinhong, et al.
Published: (2024)
DepthMaster: Taming Diffusion Models for Monocular Depth Estimation
by: Song, Ziyang, et al.
Published: (2025)
by: Song, Ziyang, et al.
Published: (2025)
The Third Monocular Depth Estimation Challenge
by: Spencer, Jaime, et al.
Published: (2024)
by: Spencer, Jaime, et al.
Published: (2024)
Survey on Monocular Metric Depth Estimation
by: Zhang, Jiuling
Published: (2025)
by: Zhang, Jiuling
Published: (2025)
The Fourth Monocular Depth Estimation Challenge
by: Obukhov, Anton, et al.
Published: (2025)
by: Obukhov, Anton, et al.
Published: (2025)
EndoDepthL: Lightweight Endoscopic Monocular Depth Estimation with CNN-Transformer
by: Li, Yangke
Published: (2023)
by: Li, Yangke
Published: (2023)
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
by: Quercia, Alessio, et al.
Published: (2025)
by: Quercia, Alessio, et al.
Published: (2025)
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding
by: Xia, Jingming, et al.
Published: (2025)
by: Xia, Jingming, et al.
Published: (2025)
Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator
by: He, Xiankang, et al.
Published: (2025)
by: He, Xiankang, et al.
Published: (2025)
Focusable Monocular Depth Estimation
by: Du, Yuxin, et al.
Published: (2026)
by: Du, Yuxin, et al.
Published: (2026)
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)
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
by: Gabdullin, Bulat, et al.
Published: (2024)
by: Gabdullin, Bulat, et al.
Published: (2024)
DepthFM: Fast Monocular Depth Estimation with Flow Matching
by: Gui, Ming, et al.
Published: (2024)
by: Gui, Ming, et al.
Published: (2024)
Camera Height Doesn't Change: Unsupervised Training for Metric Monocular Road-Scene Depth Estimation
by: Kinoshita, Genki, et al.
Published: (2023)
by: Kinoshita, Genki, et al.
Published: (2023)
Vision-Language Embodiment for Monocular Depth Estimation
by: Zhang, Jinchang, et al.
Published: (2025)
by: Zhang, Jinchang, et al.
Published: (2025)
Visual Autoregressive Modelling for Monocular Depth Estimation
by: El-Ghoussani, Amir, et al.
Published: (2025)
by: El-Ghoussani, Amir, et al.
Published: (2025)
Plane2Depth: Hierarchical Adaptive Plane Guidance for Monocular Depth Estimation
by: Liu, Li, et al.
Published: (2024)
by: Liu, Li, et al.
Published: (2024)
Structure-Centric Robust Monocular Depth Estimation via Knowledge Distillation
by: Chen, Runze, et al.
Published: (2024)
by: Chen, Runze, 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)
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
by: Wang, Kun, et al.
Published: (2024)
by: Wang, Kun, et al.
Published: (2024)
CRF360D: Monocular 360 Depth Estimation via Spherical Fully-Connected CRFs
by: Cao, Zidong, et al.
Published: (2024)
by: Cao, Zidong, et al.
Published: (2024)
DepthAgent: Towards Better Universal Depth Estimation via Sample-wise Expert Selection
by: Zhu, Jie, et al.
Published: (2026)
by: Zhu, Jie, et al.
Published: (2026)
PTC-Depth: Pose-Refined Monocular Depth Estimation with Temporal Consistency
by: Han, Leezy, et al.
Published: (2026)
by: Han, Leezy, et al.
Published: (2026)
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning
by: Liu, Chunpu, et al.
Published: (2024)
by: Liu, Chunpu, 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)
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler
by: Piccinelli, Luigi, et al.
Published: (2025)
by: Piccinelli, Luigi, et al.
Published: (2025)
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)
PhysDepth: Plug-and-Play Physical Refinement for Monocular Depth Estimation in Challenging Environments
by: Peng, Kebin, et al.
Published: (2024)
by: Peng, Kebin, et al.
Published: (2024)
Similar Items
-
Toward A Better Understanding of Monocular Depth Evaluation
by: Wu, Siyang, et al.
Published: (2025) -
Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces
by: Zhang, Junrui, et al.
Published: (2024) -
Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation
by: El-Ghoussani, Amir, et al.
Published: (2024) -
Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion
by: Liu, Runze, et al.
Published: (2024) -
Advancing Depth Anything Model for Unsupervised Monocular Depth Estimation in Endoscopy
by: Li, Bojian, et al.
Published: (2024)