Cover Image

Can Optical Denoising Clean Sonar Images? A Benchmark and Fusion Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Ziyu, Xue, Tao, Li, Jingyuan, Zhang, Haibin, Xu, Zhiqiang, Xu, Gaofei, Wang, Zhen, Wang, Yanbin, Liu, Zhiquan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild
by: Wang, Zhiqiang, et al.
Published: (2024)

NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset
by: Xu, Rongjian, et al.
Published: (2024)

Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion
by: Liu, Haisong, et al.
Published: (2023)

Benchmarking Large Language Models for Image Classification of Marine Mammals
by: Qi, Yijiashun, et al.
Published: (2024)

Towards Pixel-Level Prediction for Gaze Following: Benchmark and Approach
by: Liu, Feiyang, et al.
Published: (2024)

CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification
by: Wang, Qingyu, et al.
Published: (2025)

RGB-Sonar Tracking Benchmark and Spatial Cross-Attention Transformer Tracker
by: Li, Yunfeng, et al.
Published: (2024)

NAS-GS: Noise-Aware Sonar Gaussian Splatting
by: Xu, Shida, et al.
Published: (2026)

MambaDSF: Multi-Scale SSM with Dilated Feature Fusion for Sonar Small Target Detection
by: Lin, Hui, et al.
Published: (2026)

SONIC: Sonar Image Correspondence using Pose Supervised Learning for Imaging Sonars
by: Gode, Samiran, et al.
Published: (2023)

SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting
by: Sethuraman, Advaith V., et al.
Published: (2025)

AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
by: Qi, Jingyuan, et al.
Published: (2025)

SonarT165: A Large-scale Benchmark and STFTrack Framework for Acoustic Object Tracking
by: Li, Yunfeng, et al.
Published: (2025)

Sonar-GPS Fusion for Seabed Mapping in Turbid Shallow Waters with an Autonomous Surface Vehicle
by: Zhang, Yisheng, et al.
Published: (2026)

A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification
by: S, Kamal Basha, et al.
Published: (2025)

DenoiseRep: Denoising Model for Representation Learning
by: Xu, Zhengrui, et al.
Published: (2024)

OSInsert: Towards High-authenticity and High-fidelity Image Composition
by: Wang, Jingyuan, et al.
Published: (2026)

Infrared and Visible Image Fusion with Language-Driven Loss in CLIP Embedding Space
by: Wang, Yuhao, et al.
Published: (2024)

PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA
by: Li, Baisong, et al.
Published: (2025)

SpectraFlow: Unifying Structural Pretraining and Frequency Adaptation for Medical Image Segmentation
by: Chen, Zhiquan, et al.
Published: (2026)

CleanPatrick: A Benchmark for Image Data Cleaning
by: Gröger, Fabian, et al.
Published: (2025)

Blind-Spot Guided Diffusion for Self-supervised Real-World Denoising
by: Cheng, Shen, et al.
Published: (2025)

ViFu: Multiple 360$^\circ$ Objects Reconstruction with Clean Background via Visible Part Fusion
by: Xu, Tianhan, et al.
Published: (2024)

Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation
by: Chen, Zhiquan, et al.
Published: (2026)

Faster and Better: Reinforced Collaborative Distillation and Self-Learning for Infrared-Visible Image Fusion
by: Wang, Yuhao, et al.
Published: (2025)

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
by: Xu, Shuang, et al.
Published: (2024)

Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
by: Xu, Yichu, et al.
Published: (2024)

PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify
by: Wang, Zhengqing, et al.
Published: (2024)

Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion
by: Zhang, Xu, et al.
Published: (2024)

Depth Map Denoising Network and Lightweight Fusion Network for Enhanced 3D Face Recognition
by: Xu, Ruizhuo, et al.
Published: (2024)

Measuring and Controlling the Spectral Bias for Self-Supervised Image Denoising
by: Zhang, Wang, et al.
Published: (2025)

SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations
by: Lin, Jamie Menjay, et al.
Published: (2024)

Feature Denoising Diffusion Model for Blind Image Quality Assessment
by: Li, Xudong, et al.
Published: (2024)

HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
by: Wang, Qizhou, et al.
Published: (2023)

Denoise and Align: Towards Source-Free UDA for Robust Panoramic Semantic Segmentation
by: Chang, Yaowen, et al.
Published: (2026)

Task-driven Image Fusion with Learnable Fusion Loss
by: Bai, Haowen, et al.
Published: (2024)

Benchmarking and Enhancing VLM for Compressed Image Understanding
by: Zhang, Zifu, et al.
Published: (2025)

Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising
by: Li, Tong, et al.
Published: (2024)

Can World Simulators Reason? Gen-ViRe: A Generative Visual Reasoning Benchmark
by: Liu, Xinxin, et al.
Published: (2025)

Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
by: Pang, Ziqi, et al.
Published: (2025)