Cover Image

Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cholopoulou, Eirini, Diamantis, Dimitrios E., Koutsiou, Dimitra-Christina C., Iakovidis, Dimitris K.
Format:	Preprint
Published:	2024
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

Multiscale Vector-Quantized Variational Autoencoder for Endoscopic Image Synthesis
by: Diamantis, Dimitrios E., et al.
Published: (2025)

MeLIAD: Interpretable Few-Shot Anomaly Detection with Metric Learning and Entropy-based Scoring
by: Cholopoulou, Eirini, et al.
Published: (2024)

E Pluribus Unum Interpretable Convolutional Neural Networks
by: Dimas, George, et al.
Published: (2022)

This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation
by: Diamantis, Dimitrios E., et al.
Published: (2023)

ResNet-50 with Class Reweighting and Anatomy-Guided Temporal Decoding for Gastrointestinal Video Analysis
by: Imtiaz, Romil, et al.
Published: (2026)

Interpretable Similarity of Synthetic Image Utility
by: Gatoula, Panagiota, et al.
Published: (2025)

SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
by: Wang, Xinrui, et al.
Published: (2024)

Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
by: Thoma, Maria, et al.
Published: (2025)

Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks
by: Wang, Chong, et al.
Published: (2024)

Intuitionistic Fuzzy Cognitive Maps for Interpretable Image Classification
by: Sovatzidi, Georgia, et al.
Published: (2024)

Regional Attention for Shadow Removal
by: Liu, Hengxing, et al.
Published: (2024)

Shadow Removal Refinement via Material-Consistent Shadow Edges
by: Hu, Shilin, et al.
Published: (2024)

Towards Hard and Soft Shadow Removal via Dual-Branch Separation Network and Vision Transformer
by: Liang, Jiajia
Published: (2025)

DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity
by: Jin, Yeying, et al.
Published: (2022)

High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net
by: Li, Zinuo, et al.
Published: (2023)

FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors
by: Lin, Tao, et al.
Published: (2025)

Diff-Shadow: Global-guided Diffusion Model for Shadow Removal
by: Luo, Jinting, et al.
Published: (2024)

SARU: A Shadow-Aware and Removal Unified Framework for Remote Sensing Images with New Benchmarks
by: Bo, Zi-Yang, et al.
Published: (2026)

Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era
by: Hu, Xiaowei, et al.
Published: (2024)

DenseSR: Image Shadow Removal as Dense Prediction
by: Lin, Yu-Fan, et al.
Published: (2025)

NTIRE 2025 Image Shadow Removal Challenge Report
by: Vasluianu, Florin-Alexandru, et al.
Published: (2025)

Adaptive Dual Residual U-Net with Attention Gate and Multiscale Spatial Attention Mechanisms (ADRUwAMS)
by: Suraki, Mohsen Yaghoubi
Published: (2026)

Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy
by: Gatoula, Panagiota, et al.
Published: (2024)

Winner of CVPR2026 NTIRE Challenge on Image Shadow Removal: Semantic and Geometric Guidance for Shadow Removal via Cascaded Refinement
by: Beltrame, Lorenzo, et al.
Published: (2026)

Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression
by: Zhang, Yongheng, et al.
Published: (2025)

Beyond Shadows: A Large-Scale Benchmark and Multi-Stage Framework for High-Fidelity Facial Shadow Removal
by: Luo, Tailong, et al.
Published: (2026)

WavShadow: Wavelet Based Shadow Segmentation and Removal
by: Jain, Shreyans, et al.
Published: (2024)

FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics
by: Saleh, Alzayat, et al.
Published: (2024)

Generative Portrait Shadow Removal
by: Yoon, Jae Shin, et al.
Published: (2024)

Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation
by: Li, Xinjie, et al.
Published: (2024)

deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
by: Beltrame, Lorenzo, et al.
Published: (2026)

ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal
by: Zhu, Xiujin, et al.
Published: (2024)

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
by: Wang, Tianyu, et al.
Published: (2024)

S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal
by: Kubiak, Nikolina, et al.
Published: (2024)

PhaSR: Generalized Image Shadow Removal with Physically Aligned Priors
by: Lee, Chia-Ming, et al.
Published: (2026)

URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction
by: Song, Jie, et al.
Published: (2024)

Prompt-Aware Controllable Shadow Removal
by: Chen, Kerui, et al.
Published: (2025)

Recasting Regional Lighting for Shadow Removal
by: Liu, Yuhao, et al.
Published: (2024)

Structure-Informed Shadow Removal Networks
by: Liu, Yuhao, et al.
Published: (2023)

ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal
by: Li, Zhuohao, et al.
Published: (2024)