Imagen de Portada

PuriLight: A Lightweight Shuffle and Purification Framework for Monocular Depth Estimation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Yujie, Zhang, Li, Chu, Xiaomeng, Zhang, Tian
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

ShapePuri: Shape Guided and Appearance Generalized Adversarial Purification
por: Li, Zhe, et al.
Publicado: (2026)

EndoDepthL: Lightweight Endoscopic Monocular Depth Estimation with CNN-Transformer
por: Li, Yangke
Publicado: (2023)

VistaDepth: Improving far-range Depth Estimation with Spectral Modulation and Adaptive Reweighting
por: Zhan, Mingxia, et al.
Publicado: (2025)

Survey on Monocular Metric Depth Estimation
por: Zhang, Jiuling
Publicado: (2025)

PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation
por: Dong, Yue-Jiang, et al.
Publicado: (2023)

DepthMaster: Taming Diffusion Models for Monocular Depth Estimation
por: Song, Ziyang, et al.
Publicado: (2025)

Scalable Autoregressive Monocular Depth Estimation
por: Wang, Jinhong, et al.
Publicado: (2024)

Vision-Language Embodiment for Monocular Depth Estimation
por: Zhang, Jinchang, et al.
Publicado: (2025)

LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment
por: Long, Jiahuan, et al.
Publicado: (2025)

Real-time Monocular Depth Estimation on Embedded Systems
por: Feng, Cheng, et al.
Publicado: (2023)

Shedding Light on Depth: Explainability Assessment in Monocular Depth Estimation
por: Cirillo, Lorenzo, et al.
Publicado: (2025)

Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator
por: He, Xiankang, et al.
Publicado: (2025)

DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination
por: Ou, Mingyang, et al.
Publicado: (2025)

The Third Monocular Depth Estimation Challenge
por: Spencer, Jaime, et al.
Publicado: (2024)

Plane2Depth: Hierarchical Adaptive Plane Guidance for Monocular Depth Estimation
por: Liu, Li, et al.
Publicado: (2024)

UniDepth: Universal Monocular Metric Depth Estimation
por: Piccinelli, Luigi, et al.
Publicado: (2024)

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

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments
por: Zeng, Longjian, et al.
Publicado: (2025)

The Fourth Monocular Depth Estimation Challenge
por: Obukhov, Anton, et al.
Publicado: (2025)

Focusable Monocular Depth Estimation
por: Du, Yuxin, et al.
Publicado: (2026)

PhysDepth: Plug-and-Play Physical Refinement for Monocular Depth Estimation in Challenging Environments
por: Peng, Kebin, et al.
Publicado: (2024)

Monocular Depth Estimation with Global-Aware Discretization and Local Context Modeling
por: Wu, Heng, et al.
Publicado: (2025)

Improving Depth Gradient Continuity in Transformers: A Comparative Study on Monocular Depth Estimation with CNN
por: Yao, Jiawei, et al.
Publicado: (2023)

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos
por: Paruchuri, Akshay, et al.
Publicado: (2024)

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

Unsupervised Monocular Depth Estimation Based on Hierarchical Feature-Guided Diffusion
por: Liu, Runze, et al.
Publicado: (2024)

Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces
por: Zhang, Junrui, et al.
Publicado: (2024)

BoRe-Depth: Self-supervised Monocular Depth Estimation with Boundary Refinement for Embedded Systems
por: Liu, Chang, et al.
Publicado: (2025)

DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation
por: Zhang, Mengtan, et al.
Publicado: (2024)

Deep Neighbor Layer Aggregation for Lightweight Self-Supervised Monocular Depth Estimation
por: Boya, Wang, et al.
Publicado: (2023)

PuriDefense: Randomized Local Implicit Adversarial Purification for Defending Black-box Query-based Attacks
por: Guo, Ping, et al.
Publicado: (2024)

Boosting Monocular Metric Depth Estimation via Bokeh Rendering
por: Zhang, Hangwei, et al.
Publicado: (2025)

Tree-Mamba: A Tree-Aware Mamba for Underwater Monocular Depth Estimation
por: Zhuang, Peixian, et al.
Publicado: (2025)

Monocular Depth Estimation via Neural Network with Learnable Algebraic Group and Ring Structures
por: Wang, Qianlei, et al.
Publicado: (2026)

CDPR: Cross-modal Diffusion with Polarization for Reliable Monocular Depth Estimation
por: Yu, Rongjia, et al.
Publicado: (2026)

Self-supervised Monocular Depth Estimation with Large Kernel Attention
por: Xiang, Xuezhi, et al.
Publicado: (2024)

Language as Prior, Vision as Calibration: Metric Scale Recovery for Monocular Depth Estimation
por: Zhan, Mingxia, et al.
Publicado: (2026)

DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
por: Gabdullin, Bulat, et al.
Publicado: (2024)

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

Rethinking Transparent Object Grasping: Depth Completion with Monocular Depth Estimation and Instance Mask
por: Cheng, Yaofeng, et al.
Publicado: (2025)