Laparoscopic Image Desmoking Using the U-Net with New Loss Function and Integrated Differentiable Wiener Filter
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Chengyu, Liu, Chengjun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking
by: Yang, Chengyu, et al.
Published: (2025)
by: Yang, Chengyu, et al.
Published: (2025)
Attention-Aware Laparoscopic Image Desmoking Network with Lightness Embedding and Hybrid Guided Embedding
by: Liu, Ziteng, et al.
Published: (2024)
by: Liu, Ziteng, et al.
Published: (2024)
Interpretable Automatic Rosacea Detection with Whitened Cosine Similarity
by: Yang, Chengyu, et al.
Published: (2025)
by: Yang, Chengyu, et al.
Published: (2025)
High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC
by: Wei, Yuxuan, et al.
Published: (2025)
by: Wei, Yuxuan, et al.
Published: (2025)
CTI-Unet: Cascaded Threshold Integration for Improved U-Net Segmentation of Pathology Images
by: Zhu, Mingyang, et al.
Published: (2025)
by: Zhu, Mingyang, et al.
Published: (2025)
Enhanced Denoising of Optical Coherence Tomography Images Using Residual U-Net
by: Prakash, Akkidas Noel, et al.
Published: (2024)
by: Prakash, Akkidas Noel, et al.
Published: (2024)
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation
by: Peng, Yaopeng, et al.
Published: (2023)
by: Peng, Yaopeng, et al.
Published: (2023)
Hyperspectral Unmixing of Agricultural Images taken from UAV Using Adapted U-Net Architecture
by: Paura, Vytautas, et al.
Published: (2024)
by: Paura, Vytautas, et al.
Published: (2024)
Differentiable Low-computation Global Correlation Loss for Monotonicity Evaluation in Quality Assessment
by: Liu, Yipeng, et al.
Published: (2025)
by: Liu, Yipeng, et al.
Published: (2025)
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation
by: Li, Yijie, et al.
Published: (2025)
by: Li, Yijie, et al.
Published: (2025)
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation
by: Fang, Chenglin, et al.
Published: (2024)
by: Fang, Chenglin, et al.
Published: (2024)
XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity
by: Kimbowa, Alvin, et al.
Published: (2026)
by: Kimbowa, Alvin, et al.
Published: (2026)
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
by: Xing, Ruiqi
Published: (2025)
by: Xing, Ruiqi
Published: (2025)
Phi-SegNet: Phase-Integrated Supervision for Medical Image Segmentation
by: Ali, Shams Nafisa, et al.
Published: (2026)
by: Ali, Shams Nafisa, et al.
Published: (2026)
Relation U-Net
by: He, Sheng, et al.
Published: (2025)
by: He, Sheng, et al.
Published: (2025)
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images
by: Park, Jiyoung, et al.
Published: (2024)
by: Park, Jiyoung, et al.
Published: (2024)
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
by: Peng, Yaopeng, et al.
Published: (2024)
by: Peng, Yaopeng, et al.
Published: (2024)
LSD3K: A Benchmark for Smoke Removal from Laparoscopic Surgery Images
by: Chang, Wenhui, et al.
Published: (2024)
by: Chang, Wenhui, et al.
Published: (2024)
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images
by: Derakhshandeh, Sina, et al.
Published: (2024)
by: Derakhshandeh, Sina, et al.
Published: (2024)
MITI: SLAM Benchmark for Laparoscopic Surgery
by: Hartwig, Regine, et al.
Published: (2022)
by: Hartwig, Regine, et al.
Published: (2022)
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation
by: Bian, Chenyuan, et al.
Published: (2024)
by: Bian, Chenyuan, et al.
Published: (2024)
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking
by: Wang, Hongtao, et al.
Published: (2024)
by: Wang, Hongtao, et al.
Published: (2024)
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings
by: Neupane, Bipul, et al.
Published: (2023)
by: Neupane, Bipul, et al.
Published: (2023)
Brain Tissues Segmentation on MR Perfusion Images Using CUSUM Filter for Boundary Pixels
by: Alkhimova, S. M., et al.
Published: (2019)
by: Alkhimova, S. M., et al.
Published: (2019)
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation
by: Jiangtao, Wang, et al.
Published: (2025)
by: Jiangtao, Wang, et al.
Published: (2025)
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis
by: Tsiporenko, Illia, et al.
Published: (2024)
by: Tsiporenko, Illia, et al.
Published: (2024)
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation
by: Zeng, Yucheng
Published: (2025)
by: Zeng, Yucheng
Published: (2025)
Misalignment-Robust Frequency Distribution Loss for Image Transformation
by: Ni, Zhangkai, et al.
Published: (2024)
by: Ni, Zhangkai, et al.
Published: (2024)
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
OneNet: A Channel-Wise 1D Convolutional U-Net
by: Byun, Sanghyun, et al.
Published: (2024)
by: Byun, Sanghyun, et al.
Published: (2024)
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation
by: Sun, Chengkun, et al.
Published: (2024)
by: Sun, Chengkun, et al.
Published: (2024)
Partial Decoder Attention Network with Contour-weighted Loss Function for Data-Imbalance Medical Image Segmentation
by: Huang, Zhengyong, et al.
Published: (2026)
by: Huang, Zhengyong, et al.
Published: (2026)
ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition
by: Roy, Arnab Kumar, et al.
Published: (2024)
by: Roy, Arnab Kumar, et al.
Published: (2024)
Enhancing Underwater Images Using Deep Learning with Subjective Image Quality Integration
by: Montero, Jose M., et al.
Published: (2025)
by: Montero, Jose M., et al.
Published: (2025)
Single Image Rain Streak Removal Using Harris Corner Loss and R-CBAM Network
by: Si, Jongwook, et al.
Published: (2025)
by: Si, Jongwook, et al.
Published: (2025)
Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning
by: Onah, Daniel, et al.
Published: (2025)
by: Onah, Daniel, et al.
Published: (2025)
Optimized Pap Smear Image Enhancement: Hybrid PMD Filter-CLAHE Using Spider Monkey Optimization
by: Khozaimi, Ach, et al.
Published: (2025)
by: Khozaimi, Ach, et al.
Published: (2025)
Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
by: Li, Haoyue, et al.
Published: (2025)
by: Li, Haoyue, et al.
Published: (2025)
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture
by: Ahmed, Zarif, et al.
Published: (2024)
by: Ahmed, Zarif, et al.
Published: (2024)
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
by: Li, Xin, et al.
Published: (2024)
by: Li, Xin, et al.
Published: (2024)
Similar Items
-
Investigating the Impact of Various Loss Functions and Learnable Wiener Filter for Laparoscopic Image Desmoking
by: Yang, Chengyu, et al.
Published: (2025) -
Attention-Aware Laparoscopic Image Desmoking Network with Lightness Embedding and Hybrid Guided Embedding
by: Liu, Ziteng, et al.
Published: (2024) -
Interpretable Automatic Rosacea Detection with Whitened Cosine Similarity
by: Yang, Chengyu, et al.
Published: (2025) -
High Efficiency Wiener Filter-based Point Cloud Quality Enhancement for MPEG G-PCC
by: Wei, Yuxuan, et al.
Published: (2025) -
CTI-Unet: Cascaded Threshold Integration for Improved U-Net Segmentation of Pathology Images
by: Zhu, Mingyang, et al.
Published: (2025)