助理研究员，博士（信息与通信工程专业），硕士研究生导师，福建省级高层次人才（C类）。

研究方向：目标检测，遥感图像解译，智能模型轻量化

电子邮箱：huangzc@fzu.edu.cn

开源项目代码：[GitHub]

更多其他论文：[ResearchGate]   [Web of Science]

代表性论文：

[1] Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang and Ran Tao, "Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial Images," in IEEE Transactions on Neural Networks and Learning Systems, 2025, vol. 36 (3): 5204-5218. (SCI, 一区TOP, IF=10.4) [论文] [代码] TS-Conv.pdf

[2] Zhanchao Huang, Wei Li, Xiang-Gen Xia and Ran Tao, "A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection," in IEEE Transactions on Image Processing, vol. 31, pp. 1895-1910, 2022. (SCI, 一区TOP, IF=11.041, ESI高被引论文) [论文] [代码] [代码解读] [边缘端部署代码] [边缘端部署教程] GGHL.pdf

[3] Zhanchao Huang, Wei Li, Xiang-Gen Xia, Hao Wang, Feiran Jie and Ran Tao, "LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022, Art no. 5603515, doi: 10.1109/TGRS.2021.3067470.  (SCI, 一区, IF=8.125, ESI高被引论文&热点论文) [论文] [代码] LO-Det.pdf

[4] Zhanchao Huang, Wei Li, Xiang-Gen Xia, Xin Wu, Zhaoquan Cai and Ran Tao, "A Novel Nonlocal-Aware  Pyramid and Multiscale Multitask Refinement Detector for Object Detection in Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-20, 2022, Art no. 5601920, doi: 10.1109/TGRS.2021.3059450. (SCI, 一区TOP, IF=8.125, ESI高被引论文) [论文] [代码] NPMMR-Det.pdf

[5] Zhanchao Huang, Jianlin Wang, Xuesong Fu, Tao Yu, Yongqi Guo and Rutong Wang, "DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection," in Information Sciences, vol. 522, 2020, pp. 241–258. (SCI, 一区TOP, IF=8.233, ESI高被引论文&热点论文) [论文] DC-SPP-YOLO.pdf

[6] Wenjun Hong, Zhanchao Huang*, An Wang, Yuxin Liu, Junchao Cai and Hua Su*, "SeaIceNet: Sea Ice Recognition via Global-Local Transformer in Optical Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024, Art no. 5648216, doi: 10.1109/TGRS.2024.3493121. (SCI, 一区TOP, IF=7.5)  SeaIceNet

[7] Xin Wu, Zhanchao Huang*, Li Wang, Jocelyn Chanussot, Jiaojiao Tian, "Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events," in IEEE Transactions on Geoscience and Remote Sensing, 2024, doi: 10.1109/TGRS.2024.3379355. (SCI, 一区TOP, IF=8.2) [论文] [代码] MuDet 

[8] Hua Su, Yuxin Liu, Zhanchao Huang*, An Wang, Wenjun Hong, Junchao Cai, "Edge-aware transformer for coastal raft aquaculture extraction in optical remote sensing imagery," in International Journal of Digital Earth, vol.18 (1). https://doi.org/10.1080/17538947.2025.2484669. (SCI, 二区, IF=3.7)

[9] Zhanchao Huang, Wenjun Hong and Hua Su, "Global-Local Detail Guided Transformer for Sea Ice Recognition in Optical Remote Sensing Images," in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024. (EI会议)

[10] Zhanchao Huang, Wei Li and Ran Tao, "Multimodal Knowledge Distillation for Arbitrary-Oriented Object Detection in Aerial Images," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10097119. (EI会议) [论文] DKED.pdf Poster.pdf Slides.pdf Video.mp4

[11] Zhanchao Huang, Wei Li and Ran Tao, "Extracting and Distilling Direction-adaptive Knowledge for Lightweight Object Detection in Remote Sensing Images," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore City, Singapore, May, 2022: 2360-2364. (EI会议) [论文] MKD.pdf Poster.pdf Slides.pdf Video.mp4

代表性发明专利：

[1] 一种基于机载光电视频的轻量化旋转目标检测识别方法，ZL202110010819.6，2023-08-25.

[2] 一种基于知识蒸馏的多模小目标检测方法，ZL202110798886.9，2022-08-30.

[3] 一种机载光电视频目标智能化检测与识别方法，ZL202010309684.9，2021-01-12.

[4] 一种小型低飞目标视觉检测跟踪系统及其方法，ZL202010309617.7，2020-12-25.

荣誉奖励：

[1] 中国通信学会科学技术奖，自然科学一等奖（序4），“面向应急感知的传存资源协同调度理论与方法”，2024.

[2] 中国指挥与控制学会科学技术奖，技术发明一等奖（序6），“机载光电雷达对空远距弱小目标感知技术及应用”，2023.

[3] 指导学生获得 ISPRS多模态遥感应用算法智能解译大赛"复杂场景多分辨率可见光影像河湖库水面提取"赛道第2名，2024.

[4] 第五届"中科星图杯"国际高分遥感图像解译大赛"面向海洋一号可见光图像中海冰目标监测"赛道第1名，2023.

学术服务：中国图形图象学会遥感图像专委会委员，一些期刊和会议的审稿人等。