Cover Image

SeeGroup: Multi-Layer Depth Estimation of Transparent Surfaces via Self-Determined Grouping

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wen, Hongyu, Deng, Jia
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

Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation
by: Wen, Hongyu, et al.
Published: (2025)

LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow
by: Wen, Hongyu, et al.
Published: (2024)

SeeClear: Reliable Transparent Object Depth Estimation via Generative Opacification
by: Wang, Xiaoying, et al.
Published: (2026)

Multi-Label Stereo Matching for Transparent Scene Depth Estimation
by: Liu, Zhidan, et al.
Published: (2025)

Self-Supervised Learning for Transparent Object Depth Completion Using Depth from Non-Transparent Objects
by: Fan, Xianghui, et al.
Published: (2025)

DepthFocus: Controllable Depth Estimation for See-Through Scenes
by: Min, Junhong, et al.
Published: (2025)

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

Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
by: Xu, Shaocong, et al.
Published: (2025)

Zero-Shot Depth from Defocus
by: Zuo, Yiming, et al.
Published: (2026)

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

Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces
by: Ramirez, Pierluigi Zama, et al.
Published: (2023)

NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
by: Ramirez, Pierluigi Zama, et al.
Published: (2025)

Depth Jitter: Seeing through the Depth
by: Rahman, Md Sazidur, et al.
Published: (2025)

M${^2}$Depth: Self-supervised Two-Frame Multi-camera Metric Depth Estimation
by: Zou, Yingshuang, et al.
Published: (2024)

Transparent Object Depth Completion
by: Zhou, Yifan, et al.
Published: (2024)

Monocular Depth Estimation and Segmentation for Transparent Object with Iterative Semantic and Geometric Fusion
by: Liu, Jiangyuan, et al.
Published: (2025)

CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation
by: Abualhanud, Samer, et al.
Published: (2025)

CCDepth: A Lightweight Self-supervised Depth Estimation Network with Enhanced Interpretability
by: Zhang, Xi, et al.
Published: (2024)

GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization
by: Zhang, Yiping, et al.
Published: (2024)

Multi-task Geometric Estimation of Depth and Surface Normal from Monocular 360° Images
by: Huang, Kun, et al.
Published: (2024)

Learnable Patchmatch and Self-Teaching for Multi-Frame Depth Estimation in Monocular Endoscopy
by: Shao, Shuwei, et al.
Published: (2022)

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

Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped Convolution
by: Lee, Hojung, et al.
Published: (2024)

Robust Object Detection for Autonomous Driving via Curriculum-Guided Group Relative Policy Optimization
by: Jia, Xu
Published: (2025)

TDCNet: Transparent Objects Depth Completion with CNN-Transformer Dual-Branch Parallel Network
by: Fan, Xianghui, et al.
Published: (2024)

Multi-Modal Monocular Endoscopic Depth and Pose Estimation with Edge-Guided Self-Supervision
by: Ju, Xinwei, et al.
Published: (2026)

End-to-End Shared Attention Estimation via Group Detection with Feedback Refinement
by: Nakatani, Chihiro, et al.
Published: (2026)

Perceptual Group Tokenizer: Building Perception with Iterative Grouping
by: Deng, Zhiwei, et al.
Published: (2023)

Group-DINOmics: Incorporating People Dynamics into DINO for Self-supervised Group Activity Feature Learning
by: Tezuka, Ryuki, et al.
Published: (2026)

PrismLayers: Open Data for High-Quality Multi-Layer Transparent Image Generative Models
by: Chen, Junwen, et al.
Published: (2025)

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

FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth Estimation
by: Wang, Fei, et al.
Published: (2024)

A Practical Approach to Underwater Depth and Surface Normals Estimation
by: Saleh, Alzayat, et al.
Published: (2024)

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

Self-supervised Event-based Monocular Depth Estimation using Cross-modal Consistency
by: Zhu, Junyu, et al.
Published: (2024)

SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion
by: Yan, Qingsong, et al.
Published: (2025)

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

Manydepth2: Motion-Aware Self-Supervised Monocular Depth Estimation in Dynamic Scenes
by: Zhou, Kaichen, et al.
Published: (2023)

Self-supervised Monocular Depth Estimation on Water Scenes via Specular Reflection Prior
by: Lu, Zhengyang, et al.
Published: (2024)

GroupKAN: Efficient Kolmogorov-Arnold Networks via Grouped Spline Modeling
by: Li, Guojie, et al.
Published: (2025)