Cover Image

Towards Successful Implementation of Automated Raveling Detection: Effects of Training Data Size, Illumination Difference, and Spatial Shift

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Xinan, Wang, Haolin, Yang, Zhongyu, Yi-Chang, Tsai
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

Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets
by: Zhang, Xinan, et al.
Published: (2025)

EscherNet++: Simultaneous Amodal Completion and Scalable View Synthesis through Masked Fine-Tuning and Enhanced Feed-Forward 3D Reconstruction
by: Zhang, Xinan, et al.
Published: (2025)

Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation
by: Yang, Haolin, et al.
Published: (2024)

CSDN: A Context-Gated Self-Adaptive Detection Network for Real-Time Object Detection
by: Wei, Haolin
Published: (2025)

Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024)

TSdetector: Temporal-Spatial Self-correction Collaborative Learning for Colonoscopy Video Detection
by: Wang, Kaini, et al.
Published: (2024)

SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement
by: Li, Hanting, et al.
Published: (2025)

DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection
by: Qin, Haolin, et al.
Published: (2024)

Decoupling Bias, Aligning Distributions: Synergistic Fairness Optimization for Deepfake Detection
by: Ding, Feng, et al.
Published: (2025)

InsFusion: Rethink Instance-level LiDAR-Camera Fusion for 3D Object Detection
by: Xia, Zhongyu, et al.
Published: (2025)

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters
by: Zhou, Yuhang, et al.
Published: (2024)

Robust and Annotation-Free Wound Segmentation on Noisy Real-World Pressure Ulcer Images: Towards Automated DESIGN-R\textsuperscript{\textregistered} Assessment
by: Tsai, Yun-Cheng
Published: (2025)

Towards Compact Sign Language Translation: Frame Rate and Model Size Trade-offs
by: Chen, Kuanwei, et al.
Published: (2026)

Enhancing Traffic Object Detection in Variable Illumination with RGB-Event Fusion
by: Liu, Zhanwen, et al.
Published: (2023)

DiffFace-Edit: A Diffusion-Based Facial Dataset for Forgery-Semantic Driven Deepfake Detection Analysis
by: Ding, Feng, et al.
Published: (2026)

IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
by: Lin, Yuanze, et al.
Published: (2025)

FairAdapter: Detecting AI-generated Images with Improved Fairness
by: Ding, Feng, et al.
Published: (2024)

Mitigating the Impact of Prominent Position Shift in Drone-based RGBT Object Detection
by: Zhang, Yan, et al.
Published: (2025)

Leveraging Anchor-based LiDAR 3D Object Detection via Point Assisted Sample Selection
by: Chen, Shitao, et al.
Published: (2024)

LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
by: Bao, Jingzhi, et al.
Published: (2025)

Real-Time Detection and Tracking of Foreign Object Intrusions in Power Systems via Feature-Based Edge Intelligence
by: Wang, Xinan, et al.
Published: (2025)

Towards Imperceptible Watermarking Via Environment Illumination for Consumer Cameras
by: Kawachi, Hodaka, et al.
Published: (2025)

OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
by: Liu, Isabella, et al.
Published: (2023)

RESTORE: Towards Feature Shift for Vision-Language Prompt Learning
by: Yang, Yuncheng, et al.
Published: (2024)

IAIFNet: An Illumination-Aware Infrared and Visible Image Fusion Network
by: Yang, Qiao, et al.
Published: (2023)

Generalization Gap in Data Augmentation: Insights from Illumination
by: Xiao, Jianqiang, et al.
Published: (2024)

Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos
by: Liu, Qingyuan, et al.
Published: (2024)

Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance
by: Huang, Kuan-Chih, et al.
Published: (2023)

Toward Real-world BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting
by: Lu, Shu-Wei, et al.
Published: (2025)

Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
by: Kim, Dongyoung, et al.
Published: (2024)

Cross-Resolution SAR Target Detection Using Structural Hierarchy Adaptation and Reliable Adjacency Alignment
by: Qin, Jiang, et al.
Published: (2025)

Spatio-Temporal Context Learning with Temporal Difference Convolution for Moving Infrared Small Target Detection
by: Fang, Houzhang, et al.
Published: (2025)

Simplicity Prevails: The Emergence of Generalizable AIGI Detection in Visual Foundation Models
by: Zhou, Yue, et al.
Published: (2026)

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection
by: Yao, Hang, et al.
Published: (2024)

AMIEOD: Adaptive Multi-Experts Image Enhancement for Object Detection in Low-Illumination Scenes
by: Huang, Xiaochen, et al.
Published: (2026)

Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models
by: Li, Yize, et al.
Published: (2024)

Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
by: Gao, Zhitong, et al.
Published: (2024)

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection
by: Chen, Zining, et al.
Published: (2024)

AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors
by: Mishra, Rameshwar, et al.
Published: (2026)

Redundant Semantic Environment Filling via Misleading-Learning for Fair Deepfake Detection
by: He, Xinan, et al.
Published: (2024)