Guojia Hou

Qingdao University of Science and Technology — China

Computer Science · Physical Sciences

21h-index1.8kcitations68works8.82yr avg
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Research Topics

Image Enhancement Techniques(35), Advanced Image Processing Techniques(27), Image and Signal Denoising Methods(21), Advanced Image Fusion Techniques(19), Color Science and Applications(8)

Publications68 total

Restoration of underwater optical image with non-uniform illumination via foreground and background segmentation
Optics & Laser Technology·2025· 3 cited
Toward a blind quality assessment for underwater images
Signal Processing Image Communication·2025· 3 cited
PQGAL-net: Perceptual quality guided generative adversarial learning for non-uniform illumination underwater image enhancement
Digital Signal Processing·2025· 7 cited
Dual High-Order Total Variation Model for Underwater Image Restoration
IEEE Transactions on Multimedia·2025· 6 cited
WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation
IEEE Transactions on Instrumentation and Measurement·2025· 3 cited
DAPNet: Dual Attention Probabilistic Network for Underwater Image Enhancement
IEEE Journal of Oceanic Engineering·2024· 2 cited
Contour and texture preservation underwater image restoration via low-rank regularizations
Expert Systems with Applications·2024· 23 cited
Dual High-Order Total Variation Model for Underwater Image Restoration
arXiv (Cornell University)·2024· 3 citedOpen Access
No-reference quality assessment for underwater images
Computers & Electrical Engineering·2024· 29 cited
PDED-ConvLSTM: Pyramid Dilated Deeper Encoder–Decoder Convolutional LSTM for Arctic Sea Ice Concentration Prediction
Applied Sciences·2024· 2 citedOpen Access
Underwater image restoration via adaptive color correction and dehazing
Applied Optics·2024· 3 cited
Learning Scribbles for Dense Depth: Weakly Supervised Single Underwater Image Depth Estimation Boosted by Multitask Learning
IEEE Transactions on Geoscience and Remote Sensing·2024· 17 cited
Global Oceanic Mesoscale Eddies Trajectories Prediction With Knowledge-Fused Neural Network
IEEE Transactions on Geoscience and Remote Sensing·2024· 14 citedOpen Access
GACNet: Generate Adversarial-Driven Cross-Aware Network for Hyperspectral Wheat Variety Identification
IEEE Transactions on Geoscience and Remote Sensing·2023· 84 cited
A no-reference underwater image quality evaluator via quality-aware features
Journal of Visual Communication and Image Representation·2023· 9 cited
Non-Uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior
IEEE Transactions on Circuits and Systems for Video Technology·2023· 179 cited
Instant deep sea debris detection for maneuverable underwater machines to build sustainable ocean using deep neural network
The Science of The Total Environment·2023· 30 citedOpen Access
Texture enhanced underwater image restoration via Laplacian regularization
Applied Mathematical Modelling·2023· 16 cited
UID2021: An Underwater Image Dataset for Evaluation of No-Reference Quality Assessment Metrics
ACM Transactions on Multimedia Computing Communications and Applications·2023· 97 cited
WildFishNet: Open Set Wild Fish Recognition Deep Neural Network With Fusion Activation Pattern
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2023· 13 citedOpen Access
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Frequent Co-authors

Zhenkuan Pan(20), Baoxiang Huang(16), Huan Yang(11), Guodong Wang(9), Kunqian Li(8), Lu Tan(6), Xin Luan(5), Dalei Song(5), Peixian Zhuang(4), Huizhu Pan(4), Jingming Li(3), Yuxuan Li(3), Wanquan Liu(3), Weidong Zhang(3), Jinming Duan(3), Ge Chen(3), Milena Radenkovic(3), Yongfang Wang(3), Qi Qi(2), Kun Sun(2)