Vanishing Depth: A Depth Adapter with Positional Depth Encoding for Generalized Image Encoders
Fuente:
arXiv
Saved in:
| Main Authors: | Koch, Paul, Krüger, Jörg, Chowdhury, Ankit, Heimann, Oliver |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
by: Liu, Dingning, et al.
Published: (2025)
by: Liu, Dingning, et al.
Published: (2025)
Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery
by: Cui, Beilei, et al.
Published: (2024)
by: Cui, Beilei, et al.
Published: (2024)
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images
by: AlaaEldin, Yara, et al.
Published: (2025)
by: AlaaEldin, Yara, et al.
Published: (2025)
Language-Based Depth Hints for Monocular Depth Estimation
by: Auty, Dylan, et al.
Published: (2024)
by: Auty, Dylan, et al.
Published: (2024)
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
by: Chen, Jiuhai, et al.
Published: (2024)
by: Chen, Jiuhai, et al.
Published: (2024)
Predicting Depth Maps from Single RGB Images and Addressing Missing Information in Depth Estimation
by: Chaar, Mohamad Mofeed, et al.
Published: (2025)
by: Chaar, Mohamad Mofeed, et al.
Published: (2025)
Shedding Light on Depth: Explainability Assessment in Monocular Depth Estimation
by: Cirillo, Lorenzo, et al.
Published: (2025)
by: Cirillo, Lorenzo, et al.
Published: (2025)
DepthSeg: Depth prompting in remote sensing semantic segmentation
by: Zhou, Ning, et al.
Published: (2025)
by: Zhou, Ning, et al.
Published: (2025)
DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
by: Hu, Wenbo, et al.
Published: (2024)
by: Hu, Wenbo, et al.
Published: (2024)
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
by: Chen, Sili, et al.
Published: (2025)
by: Chen, Sili, et al.
Published: (2025)
DepthDark: Robust Monocular Depth Estimation for Low-Light Environments
by: Zeng, Longjian, et al.
Published: (2025)
by: Zeng, Longjian, et al.
Published: (2025)
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)
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition
by: Koch, Paul, et al.
Published: (2025)
by: Koch, Paul, et al.
Published: (2025)
SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models
by: Chen, Pingyi, et al.
Published: (2025)
by: Chen, Pingyi, et al.
Published: (2025)
DenseFormer: Learning Dense Depth Map from Sparse Depth and Image via Conditional Diffusion Model
by: Yuan, Ming, et al.
Published: (2025)
by: Yuan, Ming, et al.
Published: (2025)
Sphere-Depth: A Benchmark for Depth Estimation Methods with Varying Spherical Camera Orientations
by: Gazzeh, Soulayma, et al.
Published: (2026)
by: Gazzeh, Soulayma, et al.
Published: (2026)
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
by: Shen, Xuan, et al.
Published: (2025)
by: Shen, Xuan, et al.
Published: (2025)
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
by: Jiang, Kui, et al.
Published: (2025)
by: Jiang, Kui, et al.
Published: (2025)
See in Depth: Training-Free Surgical Scene Segmentation with Monocular Depth Priors
by: Yang, Kunyi, et al.
Published: (2025)
by: Yang, Kunyi, et al.
Published: (2025)
RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion
by: Wang, Haowen, et al.
Published: (2023)
by: Wang, Haowen, et al.
Published: (2023)
Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation
by: Bian, Siyuan, et al.
Published: (2026)
by: Bian, Siyuan, et al.
Published: (2026)
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation
by: Cao, Jing, et al.
Published: (2025)
by: Cao, Jing, et al.
Published: (2025)
Depth-guided Texture Diffusion for Image Semantic Segmentation
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
Depth Anything at Any Condition
by: Sun, Boyuan, et al.
Published: (2025)
by: Sun, Boyuan, et al.
Published: (2025)
Focusable Monocular Depth Estimation
by: Du, Yuxin, et al.
Published: (2026)
by: Du, Yuxin, et al.
Published: (2026)
Temporal Lidar Depth Completion
by: Kaskela, Pietari, et al.
Published: (2024)
by: Kaskela, Pietari, et al.
Published: (2024)
DepthMamba with Adaptive Fusion
by: Meng, Zelin, et al.
Published: (2024)
by: Meng, Zelin, et al.
Published: (2024)
Real-World Depth Recovery via Structure Uncertainty Modeling and Inaccurate GT Depth Fitting
by: Suzhang, Delong, et al.
Published: (2025)
by: Suzhang, Delong, et al.
Published: (2025)
Physical Annotation for Automated Optical Inspection: A Concept for In-Situ, Pointer-Based Training Data Generation
by: Krumpek, Oliver, et al.
Published: (2025)
by: Krumpek, Oliver, et al.
Published: (2025)
AuxDepthNet: Real-Time Monocular 3D Object Detection with Depth-Sensitive Features
by: Zhang, Ruochen, et al.
Published: (2025)
by: Zhang, Ruochen, et al.
Published: (2025)
WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions
by: Wang, Jiyuan, et al.
Published: (2023)
by: Wang, Jiyuan, et al.
Published: (2023)
Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera
by: Guo, Yuliang, et al.
Published: (2025)
by: Guo, Yuliang, et al.
Published: (2025)
DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation
by: Fu, Junhu, et al.
Published: (2026)
by: Fu, Junhu, et al.
Published: (2026)
Pixel-Aligned Multi-View Generation with Depth Guided Decoder
by: Tang, Zhenggang, et al.
Published: (2024)
by: Tang, Zhenggang, et al.
Published: (2024)
SM4Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model
by: Liu, Yihao, et al.
Published: (2024)
by: Liu, Yihao, et al.
Published: (2024)
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
by: Lagos, Juan Pablo, et al.
Published: (2022)
by: Lagos, Juan Pablo, et al.
Published: (2022)
Large Language Models Can Understanding Depth from Monocular Images
by: Xia, Zhongyi, et al.
Published: (2024)
by: Xia, Zhongyi, et al.
Published: (2024)
ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation
by: Patni, Suraj, et al.
Published: (2024)
by: Patni, Suraj, et al.
Published: (2024)
MEDeA: Multi-view Efficient Depth Adjustment
by: Artemyev, Mikhail, et al.
Published: (2024)
by: Artemyev, Mikhail, et al.
Published: (2024)
Adaptive Depth Networks with Skippable Sub-Paths
by: Kang, Woochul, et al.
Published: (2023)
by: Kang, Woochul, et al.
Published: (2023)
Similar Items
-
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
by: Liu, Dingning, et al.
Published: (2025) -
Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery
by: Cui, Beilei, et al.
Published: (2024) -
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images
by: AlaaEldin, Yara, et al.
Published: (2025) -
Language-Based Depth Hints for Monocular Depth Estimation
by: Auty, Dylan, et al.
Published: (2024) -
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
by: Chen, Jiuhai, et al.
Published: (2024)