publications

Article

  1. Bingjie Liu, Yuanshuo Hao, Huaguo Huang, Shuxin Chen, Zengyuan Li, Erxue Chen, Xin Tian, Min Ren. TSCMDL: Multimodal Deep Learning Framework for Classifying Tree Species Using Fusion of 2-D and 3-D Features. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 3266057. DOI: 10.1109/TGRS.2023.3266057. (中科院1区TOP, 影响因子8.2)
  2. Bingjie Liu, Huaguo Huang, Yong Su, Shuxin Chen, Zengyuan Li, Erxue Chen, Xin Tian. Tree Species Classification Using Ground-Based LiDAR Data by Various Point Cloud Deep Learning Methods. Remote Sensing, 2022, 14(22): 5733. DOI: 10.3390/rs14225733. (中科院2区TOP, 影响因子5.35)
  3. Bingjie Liu, Shuxin Chen, Huaguo Huang, Xin Tian. Tree Species Classification of Backpack Laser Scanning Data Using the PointNet++ Point Cloud Deep Learning Method. Remote Sensing, 2022, 14(15): 3809. DOI: 10.3390/rs14153809. (中科院2区TOP, 影响因子5.35)
  4. 刘炳杰, 彭晓敏, 李继红. 基于LUR模型的中国PM2.5时空变化分析. 环境科学, 2018, 39(12): 5296-5307. DOI: 10.13227/j.hjkx.201805051. (EI, CSCD)
  5. 郭佳昌, 杨斌, 张晗钰, 刘炳杰, 胡振华, 张梦弢, 杨朝晖, 张建双. 应用云西林场两种人工林激光雷达数据估测单木蓄积量. 东北林业大学学报, 2024, 52(9):69-74. DOI: 10.13759/j.cnki.dlxb.2024.09.018.
  6. 陈树新, 刘炳杰, 王海熠, 苏勇, 艾遒一, 田昕. 结合可见光植被指数和分水岭算法的单木树冠信息提取.遥感技术与应用, 2024, 39(1): 34-44. DOI: 10.11873/j.issn.1004-0323.2024.1.0034.
  7. 艾遒一, 黄华国, 郭颖, 刘炳杰, 陈树新, 田昕. 基于孪生残差神经网络的GF-2影像林地变化检测. 遥感技术与应用, 2024, 39(1): 24-33. DOI: 10.11873/j.issn.1004-0323.2024.1.0024.
  8. 王海熠, 王洪荣, 陈树新, 罗鑫, 刘炳杰, 田昕, 冯毅, 王鹏杰. 成都市龙泉山城市森林公园植被覆盖度与景观格局特征动态变化分析. 遥感技术与应用, 2023, 38(6): 1455-1466. DOI: 10.11873/j.issn.1004⁃0323.2023.6.1455.
  9. Yong Su, Wangfei Zhang, Bingjie Liu, Xin Tian, Shuxin Chen, Haiyi Wang, Yingwu Mao. Forest Carbon Flux Simulation Using Multi-Source Data and Incorporation of Remotely Sensed Model with Process-Based Model. Remote Sensing, 2022, 14(19): 4766. DOI: 10.3390/rs14194766.
  10. 马超, 黄华国, 田昕, 刘炳杰, 温坤剑, 王鹏杰. 基于背包激光雷达系统的单木材积估测方法研究. 遥感技术与应用, 2022, 37(5): 1071-1083. DOI: 10.11873/j.issn.1004-0323.2022.5.1071.
  11. 李继红, 刘炳杰. 微信公众平台在高校自然地理学课程中的应用初探. 教书育人(高教论坛), 2017, (21): 102-103.

Conference

  1. Bingjie Liu, Huaguo Huang, Shuxin Chen, Xin Tian, Min Ren. Tree Species Classification of Point Clouds from Different Laser Sensors Using the PointNet++ Deep Learning Method. International Geoscience and Remote Sensing Symposium (IGRASS), 2023: 1565-1568. DOI: 10.1109/IGARSS52108.2023.10282354. (EI)
  2. Bingjie Liu, Huaguo Huang, Xin Tian, Min Ren. Individual Tree Species Classification Using the Pointwise MLP-Based Point Cloud Deep Learning Method, In Proceedings of the 3rd International Electronic Conference on Forests. Environmental Sciences Proceedings, 2022, 22(1): 19. DOI:10.3390/IECF2022-13049.
  3. Bingjie Liu. Tree species classification using point cloud deep learning methods from TLS, ALS, UAVLS point cloud data. SilviLaser 2023.
  4. 刘炳杰, 郝元朔, 黄华国, 陈树新, 李增元, 陈尔学, 田昕. 基于2D与3D特征的多模态树种分类方法. 第七届全国激光雷达大会, 焦作. 2023.
  5. 刘炳杰, 黄华国, 田昕.多模态深度学习树种分类方法. 第八届中国林业学术大会论文(摘要)集, 哈尔滨. 2023: 2016.
  6. Xin Luo, Xin Tian, Bingjie Liu, Yang Li, Shuxin Chen, Haiyi Wang. Classify Tree Species from Point Clouds Generated by Different Laser Sensors: A Multi-View Projection Strategy. International Geoscience and Remote Sensing Symposium (IGRASS), 2024: 5245-5248. DOI: 10.1109/IGARSS53475.2024.10641863. (EI)

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