
基本情况:
翟浩,男,副教授,硕士生导师,学历:博士研究生,学位:工学博士,最后学位所学专业:计算机科学与技术
研究方向:
图像处理,计算机视觉,深度学习
所授课程:
《机器学习》、《模式识别》、《深度学习》
教育经历:
2012/09-2015/06,重庆师范大学,计算机科学与技术,硕士
2015/09-2020/12,南京航空航天大学,计算机科学与技术,博士
工作经历:
2021/06-2024/12 重庆师范大学,js4399金沙线集团,讲师
2025/01-至今 重庆师范大学,js4399金沙线集团,副教授
科研项目:
[1] 国家自然科学基金(面上项目),61672282,针对低功率无线网络并发传输的干扰模型和协议研究,2017/01-2020/12,主研。
[2] 国家自然科学基金(青年科学基金项目),61602242,能量采集型无线传感网中应用驱动型资源调度算法研究,2017/01-2019/12,主研。
[3] 重庆市自然科学基金(面上项目),CSTB2024NSCQ-MSX0527,利用多层语义交互与动态Transformer的多聚焦图像融合,2024/06-至今,主持。
[4] 重庆市自然科学基金(面上项目),CSTB2022NSCQ-MSX1231,基于自注意力卷积神经网络的H.266/VVC视频编码优化研究,2022/08-至今,主研。
[5] 重庆市教委科学技术研究项目(青年项目),KJQN202200564,基于深度学习的轻量级多聚焦图像融合方法研究,2022/06-至今,主持。
[6] 重庆市教委科学技术研究项目(重点项目),KJZD-K202200504,医学影像报告生成的机器学习方法研究,2022/10-至今,主研。
[7] 江苏省普通高校研究生科研创新计划项目,KYLX16_0381,数字图像的无损信息隐藏技术研究,2016/07-2020/03,主持。
[8] 重庆师范大学基金项目(博士启动/人才引进),21XLB032,多聚焦图像融合方法研究,2021/09-2024/12,主持。
科研论文:
2024年以前:
[1] Hao Zhai, Xin Pan, You Yang, et al. Two-stage focus measurement network with joint boundary refinement for multifocus image fusion [J]. International Journal of Intelligent Systems, 2023, 2023(4155948). (SCI检索,中科院二区Top刊,影响因子:7.0)
[2] Hao Zhai, Yi Zhuang, Multi-focus image fusion method using energy of Laplacian and a deep neural network [J]. Applied Optics, 2020, 59(6): 1684-1694. (SCI检索,中科院三区,影响因子:1.98)
[3] Hao Zhai, Yi Zhuang, Multifocus image fusion method based on a convolutional neural network [J]. Journal of Electronic Imaging, 2019, 28(2) (023018). (SCI检索,中科院四区,影响因子:0.884)
[4] Hao Zhai, Yi Zhuang, Multifocus image fusion method based on convolutional deep belief network [J]. IEEJ Transactions on Electrical and Electronic Engineering, 2021, 16(1): 85-97. (SCI检索,中科院四区,影响因子:0.923)
[5] 翟浩,庄毅. 利用拉普拉斯能量和CNN的多聚焦图像融合方法 [J]. 哈尔滨工业大学学报,2020,52 (5): 137-147. (EI检索)
2024年:
[1] Hao Zhai, Wenyi Zheng, Yuncan Ouyang, et al. Multi-focus image fusion via interactive transformer and asymmetric soft sharing [J]. Engineering Applications of Artificial Intelligence, 2024, 133 (107967). (SCI检索,中科院一区Top刊,影响因子:8.0)
[2] Hao Zhai, Yuncan Ouyang, Nannan Luo, et al. MSI-DTrans: A multi-focus image fusion using multilayer semantic interaction and dynamic transformer [J]. Displays, 2024, 85 (102837). (SCI检索,中科院二区,影响因子:3.7)
[3] Hao Zhai, Yun Chen, Yao Wang, et al. W-shaped network combined with dual transformers and edge protection for multi-focus image fusion [J]. Image and Vision Computing, 2024, 150 (105210). (SCI检索,中科院二区,影响因子:4.2)
[4] Hao Zhai, Peng Chen, Nannan Luo, et al. CPfusion: A multi-focus image fusion method based on closed-up regularization [J]. Image and Vision Computing, 2025, 154 (105399). (SCI检索,中科院二区,影响因子:4.2)
[5] Yuncan Ouyang, Hao Zhai*, Hanyue Hu, et al. FusionGCN: Multi-focus image fusion using superpixel features generation GCN and pixel-level feature reconstruction CNN [J]. Expert Systems with Applications, 2025, 262 (125665). (SCI检索,中科院一区Top刊,影响因子:7.5)
[6] Xinheng Zou, You Yang, Hao Zhai*, et al. A multi-focus image fusion network with local-global joint attention module [J]. Applied Intelligence, 2025, 55 (113) (SCI检索,中科院二区,影响因子:3.4)
[7] Xin Pan, Hao Zhai*, You Yang, et al. Improving multi-focus image fusion through noisy image and feature difference network [J]. Image and vision computing, 2024, 142 (104891).(SCI检索,中科院二区,影响因子:4.2)
[8] Jinyuan Jiang, Hao Zhai*, You Yang, et al. Multi-focus image fusion method based on adaptive weighting and interactive information modulation [J]. Multimedia Systems, 2024, 30 (290). (SCI检索,中科院三区,影响因子:3.5)
[9] Weiping Jiang, Yan Wei, Hao Zhai*, et al. FS-Transformer: A new frequency swin transformer for multi-focus image fusion [J]. KSII Transactions on Internet and Information Systems, 2024, 18(7): 1907-1928. (SCI检索,中科院四区,影响因子:1.2)
2025年:
[1] Hao Zhai, Minjie Deng, Yan Wei, et al. ZVIR: Zero-shot implicit deep image prior activation for infrared and visible image fusion [J]. Pattern Recognition, 2026, 172 (112666). (SCI检索,中科院一区Top刊,影响因子:7.6)
[2] Hao Zhai, Lianhua Chen, Bo Lin, et al. Hybrid-domain parallel attention and collaborative interaction transformer for multi-focus image fusion [J]. Applied Soft Computing, 2025, 183 (113683). (SCI检索,中科院一区Top刊,影响因子:6.6)
[3] Hao Zhai, Guochao Zhang, Zhi Zeng, et al. LSKN-MFIF: Large selective kernel network for multi-focus image fusion [J]. Neurocomputing, 2025, 635 (129984). (SCI检索,中科院二区Top刊,影响因子:5.5)
[4] Hao Zhai, Zhendong Xu, Zhi Zeng, et al. EDFusion: Edge-guided attention and dynamic receptive field with dense residual for multi-focus image fusion [J]. Image and Vision Computing, 2025, 163 (105763). (SCI检索,中科院二区,影响因子:4.2)
[5] Hao Zhai, Yang Zhang, Lei Yu, et al. MS-DCSNet: Global-local feature interaction and multi-scale dynamic channel shuffle attention for medical image segmentation [J]. Applied Intelligence, 2026, 56 (15). (SCI检索,中科院三区,影响因子:3.4)
[6] Hao Zhai, Nannan Luo, You Yang, et al. Multi-focus image fusion via multi-scale attention and Siamese networks [J]. Digital Signal Processing, 2026, 168 (105493). (SCI检索,中科院三区,影响因子:3.0)
[7] Yuncan Ouyang, Hao Zhai*, Jinyuan Jiang, et al. Text-MFF: Degradation multi-focus image fusion using multi expert text constraints [J]. Expert Systems with Applications, 2026, 311 (131369). (SCI检索,中科院一区Top刊,影响因子:7.5)
[8] Lianhua Chen, Hao Zhai*, Yuncan Ouyang, et al. GBFusion: Adaptive granular-ball computing and multi-granularity feature perception for multi-focus image fusion [J]. Knowledge-Based Systems, 2025, 330 (114789). (SCI检索,中科院一区Top刊,影响因子:7.6)
[9] Zhendong Xu, Hao Zhai*, Zhi Zeng, et al. GBGCN: Adaptive granular-ball graph representation and clarity-aware GCN for multi-focus image fusion [J]. Knowledge-Based Systems, 2026, 336 (115271). (SCI检索,中科院一区Top刊,影响因子:7.6)
[10] Anyu Li, Hao Zhai*, Yan Wei, et al. SACIFuse: Adaptive enhancement of salient features and cross-modal attention interaction for infrared and visible image fusion [J]. Signal Processing-Image Communication, 2026, 142 (117467). (SCI检索,中科院三区,影响因子:2.7)
[11] Yuanzhe Zhang, Hao Zhai*, Zhi Zeng, et al. CSI-DMT: multi-focus image fusion via cross-task semantic interaction and dual-attention mixing transformer [J]. Visual Computer, 2026, 42 (97). (SCI检索,中科院三区,影响因子:2.9)
[12] Qing Li, Hao Zhai*, You Yang, et al. Multi-focus image fusion based on re-parameterized large kernel convolution and edge information fusion [J]. Multimedia Systems, 2025, 31 (326). (SCI检索,中科院四区,影响因子:3.1)
获得奖学金:
2023年:
国家奖学金:郑文溢、牛鸿伟
特等奖学金:潘鑫、欧阳云璨、王栊、张国朝
一等奖学金:江金袁、陈连华、李秦雨、李安宇、罗南南
2024年:
国家奖学金:陈欣
特等奖学金:陈运、江金袁、王栊、林波、邓闽渝、张洋
一等奖学金:李庆、欧阳云璨、陈连华、王新博、徐震东、茹易洋
2025年:
国家奖学金:欧阳云璨、张国朝
特等奖学金:欧阳云璨、陈连华、邓闽渝、张洋、孙健尧、姚逸钊、王茜
一等奖学金:罗南南、徐震东、张俊伟、曾传奇、邓林、罗宗源、杨豪
获得奖项:
2023年:
重庆市优秀毕业论文:郑文溢
重庆师范大学优秀毕业论文:郑文溢、牛鸿伟
2024年:
重庆市优秀毕业论文:陈欣,石星宇
重庆师范大学优秀毕业论文:陈欣、石星宇
2025年:
重庆市优秀毕业论文:张俊伟,余定礼
重庆师范大学优秀毕业论文:张俊伟、余定礼
优秀毕业生就业去向:
2025年:
欧阳云璨,西北工业大学,计算机科学与技术专业,攻读博士学位
陈连华,四川大学,计算机科学与技术专业,攻读博士学位
联系方式:
通讯地址:重庆市大学城 重庆师范大学js4399金沙线集团,重庆,401331
QQ:760113768 E-mail:zhaihao@cqnu.edu.cn
联系电话:15951708086