Guojia Hou

Orcid: 0000-0001-6509-6259

According to our database1, Guojia Hou authored at least 33 papers between 2013 and 2024.

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In proceedings 
PhD thesis 


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Non-Uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

GACNet: Generate Adversarial-Driven Cross-Aware Network for Hyperspectral Wheat Variety Identification.
IEEE Trans. Geosci. Remote. Sens., 2024

Global Oceanic Mesoscale Eddies Trajectories Prediction With Knowledge-Fused Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2024

Learning Scribbles for Dense Depth: Weakly Supervised Single Underwater Image Depth Estimation Boosted by Multitask Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation.
CoRR, 2024

A no-reference underwater image quality evaluator via quality-aware features.
J. Vis. Commun. Image Represent., December, 2023

Underwater image restoration using oblique gradient operator and light attenuation prior.
Multim. Tools Appl., February, 2023

UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics.
ACM Trans. Multim. Comput. Commun. Appl., 2023

WildFishNet: Open Set Wild Fish Recognition Deep Neural Network With Fusion Activation Pattern.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SUID: Synthetic Underwater Image Dataset.
Dataset, May, 2022

SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement With Multi-Scale Perception.
IEEE Trans. Image Process., 2022

A Variational Framework for Underwater Image Dehazing and Deblurring.
IEEE Trans. Circuits Syst. Video Technol., 2022

Enhancing underwater image via adaptive color and contrast enhancement, and denoising.
Eng. Appl. Artif. Intell., 2022

Single underwater image enhancement using integrated variational model.
Digit. Signal Process., 2022

A Training-Based Blind Underwater Image Quality Evaluation Metric.
Proceedings of the 5th International Conference on Big Data Technologies, 2022

Multi-scale and multi-column convolutional neural network for crowd density estimation.
Multim. Tools Appl., 2021

Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising.
CoRR, 2021

Underwater image dehazing and denoising via curvature variation regularization.
Multim. Tools Appl., 2020

A novel dark channel prior guided variational framework for underwater image restoration.
J. Vis. Commun. Image Represent., 2020

Efficient image structural similarity quality assessment method using image regularised feature.
IET Image Process., 2020

A Hybrid Framework for Underwater Image Enhancement.
IEEE Access, 2020

Benchmarking Underwater Image Enhancement and Restoration, and Beyond.
IEEE Access, 2020

An efficient nonlocal variational method with application to underwater image restoration.
Neurocomputing, 2019

Screen Content Image Quality Assessment With Edge Features in Gradient Domain.
IEEE Access, 2019

An Enhanced High-Order Variational Model Based on Speckle Noise Removal With $G^0$ Distribution.
IEEE Access, 2019

Efficient L1-based nonlocal total variational model of Retinex for image restoration.
J. Electronic Imaging, 2018

Hue preserving-based approach for underwater colour image enhancement.
IET Image Process., 2018

Variational total curvature model for multiplicative noise removal.
IET Comput. Vis., 2018

Single image dehazing and denoising combining dark channel prior and variational models.
IET Comput. Vis., 2018

Image Segmentation via the Continuous Max-Flow Method Based on Chan-Vese Model.
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017

Single-color image motion deblurring using MTV model.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Color blurred image restoration based on multichannel nonlinear diffusion model.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Localization with Single Stationary Anchor for Mobile Node in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2013