Cover Image

DepthArb: Training-Free Depth-Arbitrated Generation for Occlusion-Robust Image Synthesis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Niu, Hongjin, Wang, Jiahao, Hu, Xirui, Zhang, Weizhan, Ma, Lan, Gao, Yuan
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
by: Hu, Xirui, et al.
Published: (2026)

SpotActor: Training-Free Layout-Controlled Consistent Image Generation
by: Wang, Jiahao, et al.
Published: (2024)

DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability
by: Hu, Xirui, et al.
Published: (2025)

Monocular Depth Guided Occlusion-Aware Disparity Refinement via Semi-supervised Learning in Laparoscopic Images
by: Liu, Ziteng, et al.
Published: (2025)

PD-SORT: Occlusion-Robust Multi-Object Tracking Using Pseudo-Depth Cues
by: Wang, Yanchao, et al.
Published: (2025)

See in Depth: Training-Free Surgical Scene Segmentation with Monocular Depth Priors
by: Yang, Kunyi, et al.
Published: (2025)

DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition
by: Ghoneim, Amr, et al.
Published: (2024)

HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors
by: Ganj, Ashkan, et al.
Published: (2024)

Occlusion-Aware Self-Supervised Monocular Depth Estimation for Weak-Texture Endoscopic Images
by: Huang, Zebo, et al.
Published: (2025)

InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer
by: Yuan, Muyao, et al.
Published: (2025)

OMNI-DC: Highly Robust Depth Completion with Multiresolution Depth Integration
by: Zuo, Yiming, et al.
Published: (2024)

Perfecting Depth: Uncertainty-Aware Enhancement of Metric Depth
by: Jun, Jinyoung, et al.
Published: (2025)

Depth-Supervised Fusion Network for Seamless-Free Image Stitching
by: Jiang, Zhiying, et al.
Published: (2025)

QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
by: Shen, Xuan, et al.
Published: (2025)

LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering
by: Zhan, Xiaohang, et al.
Published: (2025)

Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning
by: Xu, Lintao, et al.
Published: (2025)

The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation
by: Kong, Lingdong, et al.
Published: (2023)

Propagating Sparse Depth via Depth Foundation Model for Out-of-Distribution Depth Completion
by: Chen, Shenglun, et al.
Published: (2025)

Multi-Order Matching Network for Alignment-Free Depth Super-Resolution
by: Wang, Zhengxue, et al.
Published: (2025)

Vanishing Depth: A Depth Adapter with Positional Depth Encoding for Generalized Image Encoders
by: Koch, Paul, et al.
Published: (2025)

3DIS: Depth-Driven Decoupled Instance Synthesis for Text-to-Image Generation
by: Zhou, Dewei, et al.
Published: (2024)

SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint
by: Yuan, Zhenlong, et al.
Published: (2025)

VoxDepth: Rectification of Depth Images on Edge Devices
by: Chakrabarty, Yashashwee, et al.
Published: (2024)

DCHM: Depth-Consistent Human Modeling for Multiview Detection
by: Ma, Jiahao, et al.
Published: (2025)

Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation
by: Gao, Yanbo, et al.
Published: (2026)

EndoDepth: A Benchmark for Assessing Robustness in Endoscopic Depth Prediction
by: Reyes-Amezcua, Ivan, et al.
Published: (2024)

DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
by: Hu, Wenbo, et al.
Published: (2024)

Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation
by: Bian, Siyuan, et al.
Published: (2026)

UDPNet: Unleashing Depth-based Priors for Robust Image Dehazing
by: Zuo, Zengyuan, et al.
Published: (2026)

DepthFM: Fast Monocular Depth Estimation with Flow Matching
by: Gui, Ming, et al.
Published: (2024)

On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation
by: Zhao, Haimei, et al.
Published: (2022)

RadarCam-Depth: Radar-Camera Fusion for Depth Estimation with Learned Metric Scale
by: Li, Han, et al.
Published: (2024)

Depth-Copy-Paste: Multimodal and Depth-Aware Compositing for Robust Face Detection
by: Guo, Qiushi
Published: (2025)

Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation
by: Xu, Zhen, et al.
Published: (2025)

PureCLIP-Depth: Prompt-Free and Decoder-Free Monocular Depth Estimation within CLIP Embedding Space
by: Miya, Ryutaro, et al.
Published: (2026)

RIDERS: Radar-Infrared Depth Estimation for Robust Sensing
by: Li, Han, et al.
Published: (2024)

ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation
by: Zhu, Ruijie, et al.
Published: (2024)

Learning Pixel-wise Continuous Depth Representation via Clustering for Depth Completion
by: Shenglun, Chen, et al.
Published: (2024)

Matching-Free Depth Recovery from Structured Light
by: Yu, Zhuohang, et al.
Published: (2025)

EX-4D: EXtreme Viewpoint 4D Video Synthesis via Depth Watertight Mesh
by: Hu, Tao, et al.
Published: (2025)