Beneath the Surface: The Role of Underwater Image Enhancement in Object Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Awad, Ali, Saleem, Ashraf, Paheding, Sidike, Lucas, Evan, Al-Ratrout, Serein, Havens, Timothy C. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UIF: An Objective Quality Assessment for Underwater Image Enhancement
by: Zheng, Yannan, et al.
Published: (2022)
by: Zheng, Yannan, et al.
Published: (2022)
Adaptive Dual-domain Learning for Underwater Image Enhancement
by: Peng, Lingtao, et al.
Published: (2025)
by: Peng, Lingtao, et al.
Published: (2025)
Underwater Image Enhancement via Dehazing and Color Restoration
by: Wu, Chengqin, et al.
Published: (2024)
by: Wu, Chengqin, et al.
Published: (2024)
Underwater Image Enhancement using Generative Adversarial Networks: A Survey
by: Babu, Kancharagunta Kishan, et al.
Published: (2025)
by: Babu, Kancharagunta Kishan, et al.
Published: (2025)
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement
by: Panda, Gargi, et al.
Published: (2024)
by: Panda, Gargi, et al.
Published: (2024)
VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement
by: Jiang, Kui, et al.
Published: (2025)
by: Jiang, Kui, et al.
Published: (2025)
DPF-Net: Physical Imaging Model Embedded Data-Driven Underwater Image Enhancement
by: Mei, Han, et al.
Published: (2025)
by: Mei, Han, et al.
Published: (2025)
Development of Domain-Invariant Visual Enhancement and Restoration (DIVER) Approach for Underwater Images
by: Makam, Rajini, et al.
Published: (2026)
by: Makam, Rajini, et al.
Published: (2026)
CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
by: Pucci, Rita, et al.
Published: (2024)
by: Pucci, Rita, et al.
Published: (2024)
Image Quality Enhancement and Detection of Small and Dense Objects in Industrial Recycling Processes
by: Messai, Oussama, et al.
Published: (2025)
by: Messai, Oussama, et al.
Published: (2025)
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators
by: Cong, Runmin, et al.
Published: (2023)
by: Cong, Runmin, et al.
Published: (2023)
LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement
by: Yang, Haodong, et al.
Published: (2024)
by: Yang, Haodong, et al.
Published: (2024)
DACA-Net: A Degradation-Aware Conditional Diffusion Network for Underwater Image Enhancement
by: Huang, Chang, et al.
Published: (2025)
by: Huang, Chang, et al.
Published: (2025)
Unrevealed Threats: A Comprehensive Study of the Adversarial Robustness of Underwater Image Enhancement Models
by: Zhai, Siyu, et al.
Published: (2024)
by: Zhai, Siyu, et al.
Published: (2024)
Physics Informed and Data Driven Simulation of Underwater Images via Residual Learning
by: Mondal, Tanmoy, et al.
Published: (2024)
by: Mondal, Tanmoy, et al.
Published: (2024)
IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement
by: Singh, Pranjali, et al.
Published: (2024)
by: Singh, Pranjali, et al.
Published: (2024)
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior
by: Zhou, Fuheng, et al.
Published: (2024)
by: Zhou, Fuheng, et al.
Published: (2024)
Empowering Semantic-Sensitive Underwater Image Enhancement with VLM
by: Fan, Guodong, et al.
Published: (2026)
by: Fan, Guodong, et al.
Published: (2026)
Few-Shot Domain Adaptive Object Detection for Microscopic Images
by: Inayat, Sumayya, et al.
Published: (2024)
by: Inayat, Sumayya, et al.
Published: (2024)
An Attention-Enhanced Network with Joint Dehazing and Retinex-Based Enhancement for Underwater Images
by: Ray, Sahana, et al.
Published: (2026)
by: Ray, Sahana, et al.
Published: (2026)
UDBE: Unsupervised Diffusion-based Brightness Enhancement in Underwater Images
by: Schein, Tatiana Taís, et al.
Published: (2025)
by: Schein, Tatiana Taís, et al.
Published: (2025)
UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors
by: Srinath, Suhas, et al.
Published: (2024)
by: Srinath, Suhas, et al.
Published: (2024)
Exploring the Feasibility of Affordable Sonar Technology: Object Detection in Underwater Environments Using the Ping 360
by: Hasan, Md Junayed, et al.
Published: (2024)
by: Hasan, Md Junayed, et al.
Published: (2024)
Downstream Task Inspired Underwater Image Enhancement: A Perception-Aware Study from Dataset Construction to Network Design
by: Lin, Bosen, et al.
Published: (2026)
by: Lin, Bosen, et al.
Published: (2026)
Towards Generating Realistic Underwater Images
by: Shamba, Abdul-Kazeem
Published: (2025)
by: Shamba, Abdul-Kazeem
Published: (2025)
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
by: Martinel, Niki, et al.
Published: (2025)
by: Martinel, Niki, et al.
Published: (2025)
Analyzing Noise Models and Advanced Filtering Algorithms for Image Enhancement
by: Akbar, Sahil Ali, et al.
Published: (2024)
by: Akbar, Sahil Ali, et al.
Published: (2024)
Deep Perceptual Enhancement for Medical Image Analysis
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging
by: Ashraf, Tajamul, et al.
Published: (2024)
by: Ashraf, Tajamul, et al.
Published: (2024)
Advanced Underwater Image Restoration in Complex Illumination Conditions
by: Song, Yifan, et al.
Published: (2023)
by: Song, Yifan, et al.
Published: (2023)
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)
Underwater Image Restoration via Polymorphic Large Kernel CNNs
by: Guo, Xiaojiao, et al.
Published: (2024)
by: Guo, Xiaojiao, et al.
Published: (2024)
High Quality Underwater Image Compression with Adaptive Color Correction
by: Zhou, Yimin, et al.
Published: (2025)
by: Zhou, Yimin, et al.
Published: (2025)
PHISWID: Physics-Inspired Underwater Image Dataset Synthesized from RGB-D Images
by: Kaneko, Reina, et al.
Published: (2024)
by: Kaneko, Reina, et al.
Published: (2024)
PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment
by: Xian, Weizhi, et al.
Published: (2024)
by: Xian, Weizhi, et al.
Published: (2024)
Underwater Image Enhancement by Convolutional Spiking Neural Networks
by: Sudevan, Vidya, et al.
Published: (2025)
by: Sudevan, Vidya, et al.
Published: (2025)
Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration
by: Pramanick, Alik, et al.
Published: (2024)
by: Pramanick, Alik, et al.
Published: (2024)
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method
by: Lin, Yuji, et al.
Published: (2024)
by: Lin, Yuji, et al.
Published: (2024)
Enhancing Underwater Images via Adaptive Semantic-aware Codebook Learning
by: Lin, Bosen, et al.
Published: (2026)
by: Lin, Bosen, et al.
Published: (2026)
Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond
by: Khan, MD Raqib, et al.
Published: (2024)
by: Khan, MD Raqib, et al.
Published: (2024)
Similar Items
-
UIF: An Objective Quality Assessment for Underwater Image Enhancement
by: Zheng, Yannan, et al.
Published: (2022) -
Adaptive Dual-domain Learning for Underwater Image Enhancement
by: Peng, Lingtao, et al.
Published: (2025) -
Underwater Image Enhancement via Dehazing and Color Restoration
by: Wu, Chengqin, et al.
Published: (2024) -
Underwater Image Enhancement using Generative Adversarial Networks: A Survey
by: Babu, Kancharagunta Kishan, et al.
Published: (2025) -
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement
by: Panda, Gargi, et al.
Published: (2024)