Jingchun Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 47

Top Topics

Histogram Equalization

Underwater Images

Attention Mechanism

Top Venues

Eng. Appl. Artif. Intell.

Multim. Tools Appl.

Expert Syst. Appl.

Publications

Jingchun Zhou, Bo Zhang, Dehuan Zhang, Gemine Vivone, Qiuping Jiang
DTKD-Net: Dual-Teacher Knowledge Distillation Lightweight Network for Water-Related Optics Image Enhancement. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jingchun Zhou, Shiyin Wang, Zifan Lin, Qiuping Jiang, Ferdous Sohel
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement. IEEE Trans. Multim. 26 (2024)
Cong Zhang, Jun Xiao, Cuixin Yang, Jingchun Zhou, Kin-Man Lam, Qi Wang
Integrally Mixing Pyramid Representations for Anchor-Free Object Detection in Aerial Imagery. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xun Ji, Shijie Chen, Li-Ying Hao, Jingchun Zhou, Long Chen
FBDPN: CNN-Transformer hybrid feature boosting and differential pyramid network for underwater object detection. Expert Syst. Appl. 256 (2024)
Ken Sinkou Qin, Di Liu, Fei Wang, Jingchun Zhou, Jiaxuan Yang, Weishi Zhang
Improved YOLOv7 model for underwater sonar image object detection. J. Vis. Commun. Image Represent. 100 (2024)
Zheng Cheng, Guodong Fan, Jingchun Zhou, Min Gan, C. L. Philip Chen
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color Encoder. CoRR (2024)
Jingchun Zhou, Qilin Gai, Dehuan Zhang, Kin-Man Lam, Weishi Zhang, Xianping Fu
IACC: Cross-Illumination Awareness and Color Correction for Underwater Images Under Mixed Natural and Artificial Lighting. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dehuan Zhang, Yakun Guo, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif
TANet: Transmission and atmospheric light driven enhancement of underwater images. Expert Syst. Appl. 242 (2024)
Jingchun Zhou, Shiyin Wang, Dehuan Zhang, Qiuping Jiang, Kui Jiang, Yi Lin
Decoupled variational retinex for reconstruction and fusion of underwater shallow depth-of-field image with parallax and moving objects. Inf. Fusion 111 (2024)
Dehuan Zhang, Chenyu Wu, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi
Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism. Neural Networks 169 (2024)
Jingchun Zhou, Zongxin He, Kin-Man Lam, Yudong Wang, Weishi Zhang, Chunle Guo, Chongyi Li
AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection. AAAI (2024)
Mengyu Wang, Jingchun Zhou, Hanyu Li
Randomized dual singular value decomposition. CoRR (2024)
Dehuan Zhang, Jingchun Zhou, Chunle Guo, Weishi Zhang, Chongyi Li
Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement. AAAI (2024)
Dehuan Zhang, Jingchun Zhou, Weishi Zhang, Chunle Guo, Chongyi Li
Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement. CoRR (2023)
Jingchun Zhou, Zongxin He, Dehuan Zhang, Kin-Man Lam, Weishi Zhang, Xianping Fu, Yi Wang, Chongyi Li
DGNet: Dynamic Gradient-guided Network with Noise Suppression for Underwater Image Enhancement. CoRR (2023)
Dehuan Zhang, Jingchun Zhou, Weishi Zhang, Zifan Lin, Jian Yao, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif
ReX-Net: A reflectance-guided underwater image enhancement network for extreme scenarios. Expert Syst. Appl. 231 (2023)
Jingchun Zhou, Jiaming Sun, Weishi Zhang, Zifan Lin
Multi-view underwater image enhancement method via embedded fusion mechanism. Eng. Appl. Artif. Intell. 121 (2023)
Jingchun Zhou, Zongxin He, Kin-Man Lam, Yudong Wang, Weishi Zhang, Chunle Guo, Chongyi Li
AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection. CoRR (2023)
Fei Wang, Wanyu Li, Miao Liu, Jingchun Zhou, Weishi Zhang
Underwater object detection by fusing features from different representations of sonar data. Frontiers Inf. Technol. Electron. Eng. 24 (6) (2023)
Ruijie Tian, Weishi Zhang, Fei Wang, Jingchun Zhou, Adi Alhudhaif, Fayadh Alenezi
Cardinality estimation of activity trajectory similarity queries using deep learning. Inf. Sci. 646 (2023)
Lei Pang, Jingchun Zhou, Weishi Zhang
Underwater image enhancement via variable contrast and saturation enhancement model. Multim. Tools Appl. 82 (30) (2023)
Yajie Yu, Hanyu Li, Jingchun Zhou
Block-Randomized Stochastic Methods for Tensor Ring Decomposition. CoRR (2023)
Jingchun Zhou, Boshen Li, Dehuan Zhang, Jieyu Yuan, Weishi Zhang, Zhanchuan Cai, Jinyu Shi
UGIF-Net: An Efficient Fully Guided Information Flow Network for Underwater Image Enhancement. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jingchun Zhou, Dehuan Zhang, Weishi Zhang
Cross-view enhancement network for underwater images. Eng. Appl. Artif. Intell. 121 (2023)
Jingchun Zhou, Qilin Gai, Weishi Zhang, Kin-Man Lam, Xianping Fu, Ting Li, Chongyi Li
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater. CoRR (2023)
Jingchun Zhou, Tongyu Yang, Weishi Zhang
Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends. Appl. Intell. 53 (3) (2023)
Jingchun Zhou, Tianyu Liang, Zongxin He, Dehuan Zhang, Weishi Zhang, Xianping Fu, Chongyi Li
WaterHE-NeRF: Water-ray Tracing Neural Radiance Fields for Underwater Scene Reconstruction. CoRR (2023)
Dayi Li, Jingchun Zhou, Shiyin Wang, Dehuan Zhang, Weishi Zhang, Raghad Alwadai, Fayadh Alenezi, Prayag Tiwari, Taian Shi
Adaptive weighted multiscale retinex for underwater image enhancement. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Dehuan Zhang, Chenyu Wu, Jingchun Zhou, Weishi Zhang, Chaolei Li, Zifan Lin
Hierarchical attention aggregation with multi-resolution feature learning for GAN-based underwater image enhancement. Eng. Appl. Artif. Intell. 125 (2023)
Dan Zhang, Jingchun Zhou, Dehuan Zhang, Pengfei Qi
Scale-progressive Multi-patch Network for image dehazing. Signal Process. Image Commun. 117 (2023)
Jingchun Zhou, Dehuan Zhang, Weishi Zhang
Underwater image enhancement method via multi-feature prior fusion. Appl. Intell. 52 (14) (2022)
Jingchun Zhou, Dingshuo Liu, Dehuan Zhang, Weishi Zhang
Light Attenuation and Color Fluctuation for Underwater Image Restoration. ACCV (3) (2022)
Zhanyong Feng, Jingchun Zhou
Spatial Characteristics Analysis of Tourist Spots in Kunming based on POI Data. CIPAE (2022)
Jingchun Zhou, Tongyu Yang, Weishen Chu, Weishi Zhang
Underwater image restoration via backscatter pixel prior and color compensation. Eng. Appl. Artif. Intell. 111 (2022)
Jingchun Zhou, Jian Yao, Weishi Zhang, Dehuan Zhang
Multi-scale retinex-based adaptive gray-scale transformation method for underwater image enhancement. Multim. Tools Appl. 81 (2) (2022)
Jingchun Zhou, Xiaojing Wei, Jinyu Shi, Weishen Chu, Weishi Zhang
Underwater image enhancement method with light scattering characteristics. Comput. Electr. Eng. 100 (2022)
Jingchun Zhou, Yanyun Wang, Weishi Zhang
Underwater Image Restoration via Information Distribution and Light Scattering Prior. Comput. Electr. Eng. 100 (2022)
Jingchun Zhou, Dehuan Zhang, Wenqi Ren, Weishi Zhang
Auto Color Correction of Underwater Images Utilizing Depth Information. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sixiang Chen, Tian Ye, Yun Liu, Erkang Chen, Jun Shi, Jingchun Zhou
SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing. CoRR (2022)
Yi Lin, Jingchun Zhou, Wenqi Ren, Weishi Zhang
Autonomous underwater robot for underwater image enhancement via multi-scale deformable convolution network with attention mechanism. Comput. Electron. Agric. 191 (2021)
Jingchun Zhou, Dehuan Zhang, Weishi Zhang
Adaptive histogram fusion-based colour restoration and enhancement for underwater images. Int. J. Secur. Networks 16 (1) (2021)
Jingchun Zhou, Zhenzhen Liu, Weidong Zhang, Dehuan Zhang, Weishi Zhang
Underwater image restoration based on secondary guided transmission map. Multim. Tools Appl. 80 (5) (2021)
Jingchun Zhou, Wenfei Xi, Dongsheng Li, Hongzhi Huang
Image enhancement and image matching of UAV based on histogram equalization. Geoinformatics (2021)
Jingchun Zhou, Dehuan Zhang, Weishi Zhang
A multifeature fusion method for the color distortion and low contrast of underwater images. Multim. Tools Appl. 80 (12) (2021)
Jingchun Zhou, Dehuan Zhang, Wei-shi Zhang
Classical and state-of-the-art approaches for underwater image defogging: a comprehensive survey. Frontiers Inf. Technol. Electron. Eng. 21 (12) (2020)
Jingchun Zhou, Dehuan Zhang, Peiyu Zou, Weidong Zhang, Weishi Zhang
Retinex-Based Laplacian Pyramid Method for Image Defogging. IEEE Access 7 (2019)
Weidong Zhang, Lili Dong, Xipeng Pan, Jingchun Zhou, Li Qin, Wenhai Xu
Single Image Defogging Based on Multi-Channel Convolutional MSRCR. IEEE Access 7 (2019)