武汉大学主页平台管理系统梁欣廉--中文主页--论文成果

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梁欣廉

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个人简介

梁欣廉，武汉大学教授, 博士生导师。 2013年于芬兰阿尔托大学（Aalto University）以优秀博士论文成绩取得博士学位。主要研究方向为多源支持感知与认知，依托大数据、机器学习等技术，利用无人机、移动平台、主被动传感器实现复杂场景...

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论文成果

[1]. Liang*, X., Kukko, A., Balenovic, I., Ninni, S., Junttila, S., Kankare, V., Holopainen, M., Martin, M., Surovy, P., Kaartinen, H., Luka, J., Honkavaara, E., Nasi, R., Jingbin, L., Hollaus, M., Tian, J., Yu, X., Jie, P., Shangshu, C., Virtanen, J.P., Wang, Y., and Hyyppa, J. Close-Range Remote Sensing of Forests: The State of the Art, Challenges, and Opportunities for Sy.... IEEE Geoscience and Remote Sensing Magazine. Volume10 (3). 32-41. 2022.
[2]. Pohjavirta, O., Liang, X., Wang, Y., Kukko, A., Pyörälä, J., Hyyppä, E., Yu, X., Kaartinen, H., and Hyyppä, J. Automated registration of wide-baseline point clouds in forests using discrete overlap search. Forest Ecosystems. Volume 9. 2022.
[3]. Harikumar, A., Liang, X., Bovolo, F. & Bruzzone, L. Void-Volume-Based Stem Geometric Modeling and Branch-Knot Localization in Terrestrial Laser Scann.... IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Volume 15. 3024-3040. 2022.
[4]. Song, H., Zhang, J., Zuo, J., Liang, X., Han, W. & Ge, J. Subsidence detection for urban roads using mobile laser scanner data.. Remote Sensing. Volume 14 (9). 2290. 2022.
[5]. Wang, X. & Liang, X. Photon-Counting laser altimeter data filtering based on hierarchical adaptive filter for forest s.... The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. XLIII-B3-2. 205-210. 2022.
[6]. Guo, Q., Liang, X., Li, W., Jin, S., Guan, H., Cheng, K., Su, Y. & Tao, S. LiDAR Remote Sensing of Forest Ecosystems: Applications and Prospects.. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Volume 46. 323-329. 2022.
[7]. Mokroš, M., Mikita, T., Singh, A., Tomaštík, J., Chudá, J., Wężyk, P., Kuželka, K., Surový, P., Klimánek, M., Zięba-Kulawik, K., Bobrowski, R. & Liang, X. Novel low-cost mobile mapping systems for forest inventories as terrestrial laser scanning altern.... International Journal of Applied Earth Observation and Geoinformation. Volume 104. 2021.
[8]. Xu, G., Xiu, T., Li, X., Liang, X. & Jiao, L. Lockdown induced night-time light dynamics during the COVID-19 epidemic in global megacities. International Journal of Applied Earth Observation and Geoinformation. 102. 102421.
[9]. Wang, Y., Kukko, A., Hyyppä, E., Hakala, T., Pyörälä, J., Lehtomäki, M., El Issaoui, A., Yu, X., Kaartinen, H., Liang, X. & Hyyppä, J. Seamless integration of above- and under-canopy unmanned aerial vehicle laser scanning for forest.... Forest Ecosystems. 10. 2021. PDF: https://forestecosyst.springeropen.com/track/pdf/10.1186/s40663-021-00290-3.pdf.
[10]. Balenović, I., Liang, X., Jurjević, L., Hyyppä, J., Seletković, A. & Kukko, A. Hand-Held Personal Laser Scanning – Current Status and Perspectives for Forest Inventory Applic.... Croatian Journal of Forest Engineering.. 42 (1). 2021. PDF: http://www.crojfe.com/site/assets/files/4514/balenovic_165-183.pdf.
[11]. Jurjević, L., Liang, X., Gašparović, M. & Balenović, I. Is field-measured tree height as reliable as believed – Part II, A comparison study of tree heig.... ISPRS Journal of Photogrammetry and Remote Sensing. 169. 2020.
[12]. Yao, H., Shu, H., Liang, X., Yan, H. & Sun, H. Integrity Monitoring for Bluetooth Low Energy Beacons RSSI Based Indoor Positioning. IEEE Access. 3. 215173 - 215191. 2020.
[13]. Hyyppä, E., Hyyppä, J., Hakala, T., Kukko, A., Wulder, M. A., White, J. C., Pyörälä, J., Yu, X., Wang, Y., Virtanen, J.-P., Pohjavirta, O., Liang, X., Holopainen, M. & Kaartinen, H. Under-canopy UAV laser scanning for accurate forest field measurements. ISPRS Journal of Photogrammetry and Remote Sensing. 164. 41-60. 2020.
[14]. Ye, W., Qian, C., Tang, J., Liu, H., Fan, X., Liang, X. & Zhang, H. Improved 3D Stem Mapping Method and Elliptic Hypothesis-Based DBH Estimation from Terrestrial Las.... Remote Sensing. 12 (3). 2020.
[15]. Hyyppä E., Kukko A., Kaijaluoto R., White J. C., Wulder M. A., Pyörälä J., Liang X., Yu X., Wang Y., Kaartinen H. and Virtanen J.P. Accurate derivation of stem curve and volume using backpack mobile laser scanning. ISPRS Journal of Photogrammetry and Remote Sensing. 161. 246-262. 2020.
[16]. Yu, X., Kukko, A., Kaartinen, H., Wang, Y., Liang, X., Matikainen, L. & Hyyppä, J. Comparing features of single and multi-photon lidar in boreal forests. ISPRS Journal of Photogrammetry and Remote Sensing. 168. 268-276. 2020.
[17]. Zhang, W., Cai, S., Liang, X., Shao, J., Hu, R., Yu, S. & Yan, G. Cloth simulation-based construction of pit-free canopy height models from airborne LiDAR data. Forest Ecosystems. (1 (2020)). 2020.
[18]. Liang, X., Wang, Y., Pyörälä, J., Lehtomäki, M., Yu, X., Kaartinen, H., Kukko, A., Honkavaara, E., Issaoui, A. E. I., Nevalainen, O., Vaaja, M., Virtanen, J.-P., Katoh, M. & Deng, S. Forest in situ observations using unmanned aerial vehicle as an alternative of terrestrial measur.... Forest Ecosystems. (20 (2019)). 2019. PDF: https://forestecosyst.springeropen.com/track/pdf/10.1186/s40663-019-0173-3.pdf.
[19]. Wang, Y., Pyörälä, J., Liang, X., Lehtomäki, M., Kukko, A., Yu, X., Kaartinen, H. & Hyyppä, In situ biomass estimation at tree and plot levels: What did data record and what did algorithms .... Remote Sensing of Environment. 232. 111309. 2019.
[20]. Puttonen, E., Lehtomaki, M., Litkey, P., Nasi, R., Feng, Z., Liang, X., Wittke, S., Pandzic, M., Hakala, T., Karjalainen, M. & Pfeifer, N. A Clustering Framework for Monitoring Circadian Rhythm in Structural Dynamics in Plants From Terr.... Frontiers in Plant Science. 10 (486). 2019.
[21]. Yrttimaa, T., Saarinen, N., Luoma, V., Tanhuanpää, T., Kankare, V., Liang, X., Hyyppä, J., Holopainen, M. & Vastaranta, M. Detecting and characterizing downed dead wood using terrestrial laser scanning. ISPRS Journal of Photogrammetry and Remote Sensing. 151. 76-90. 2019.
[22]. Saarinen, N., Kankare, V., Pyörälä, J., Yrttimaa, T., Liang, X., Wulder, M. A., Holopainen, M., Hyyppä, J. & Vastaranta, M. Assessing the Effects of Sample Size on Parametrizing a Taper Curve Equation and the Resultant St.... Forests. 10 (10). 2019.
[23]. Pyörälä, J., Saarinen, N., Kankare, V., Coops, N. C., Liang, X., Wang, Y., Holopainen, M., Hyyppä, J. & Vastaranta, M. Variability of wood properties using airborne and terrestrial laser scanning. Remote Sensing of Environment. 235. 111474. 2019.
[24]. Wan, P., Wang, T., Zhang, W., Liang, X., Skidmore, A. K. & Yan, G. Quantification of occlusions influencing the tree stem curve retrieving from single-scan terrestr.... Forest Ecosystems. (43 (2019)). 2019.
[25]. Yrttimaa, T., Saarinen, N., Kankare, V., Liang, X., Hyyppä, J., Holopainen, M. & Vastaranta, M. Investigating the Feasibility of Multi-Scan Terrestrial Laser Scanning to Characterize Tree Commu.... Remote Sensing. 11 (12). 2019.
[26]. Cai, S., Zhang, W., Liang, X., Wan, P., Qi, J., Yu, S., Yan, G. & Shao, J. Filtering Airborne LiDAR Data Through Complementary Cloth Simulation and Progressive TIN Densific.... Remote Sensing. 11 (9). 2019.
[27]. Dai, W., Yang, B., Liang, X., Dong, Z., Huang, R., Wang, Y. & Li, W. Automated fusion of forest airborne and terrestrial point clouds through canopy density analysis. ISPRS Journal of Photogrammetry and Remote Sensing. 156. 94-107. 2019.
[28]. Pyörälä, J., Liang, X., Saarinen, N., Kankare, V., Wang, Y., Holopainen, M., Hyyppä, J. & Vastaranta, M. Assessing branching structure for biomass and wood quality estimation using terrestrial laser sca.... Canadian Journal of Remote Sensing. 2019. PDF: https://www.tandfonline.com/doi/pdf/10.1080/07038992.2018.1557040?needAccess=true.
[29]. Pyörälä, J., Kankare, V., Liang, X., Saarinen, N., Rikala, J., Kivinen, V.-P., Sipi, M., Holopainen, M., Hyyppä, J. & Vastaranta, M. Assessing log geometry and wood quality in standing timber using terrestrial laser-scanning point.... Forestry. 92 (2). 177–187. 2018.
[30]. Liang, X., Kukko, A., Hyyppä, J., Lehtomäki, M., Pyörälä, J., Yu, X., Kaartinen, H., Jaakkola, A. & Wang, Y. In-situ measurements from mobile platforms: An emerging approach to address the old challenges as.... ISPRS Journal of Photogrammetry and Remote Sensing. 143. 97-107. 2018.
[31]. Chen, S., Liu, J., Wu, T., Huang, W., Liu, K., Yin, D., Liang, X., Hyyppä, J. & Chen, R. Extrinsic Calibration of 2D Laser Rangefinders Based on a Mobile Sphere. Remote Sens.. 10 (8). 2018.
[32]. Liang, X., Hyyppä, J., Kaartinen, H., Lehtomäki, M., Pyörälä, J., Pfeifer, N., Holopainen, M., Brolly, G., Francesco, P., Hackenberg, J., Huang, H., Jo, H.-W., Katoh, M., Liu, L., Mokroš, M., Morel, J., Olofsson, K., Poveda-Lopez, J., Trochta, J., Wang, D., Wang, J., Xi, Z., Yang, B., Zheng, G., Kan International benchmarking of terrestrial laser scanning approaches for forest inventories. ISPRS Journal of Photogrammetry and Remote Sensing. 144. 137-179. 2018.
[33]. Vastaranta, M., Yrttimaa, T., Saarinen, N., Yu, X., Karjalainen, M., Nurminen, K., Karila, K., Kankare, V., Luoma, V., Pyörälä, J., Junttila, S., Tanhuanpaa, T., Kaartinen, H., Kukko, A., Honkavaara, E., Jaakkola, A., Liang, X., Wang, Y., Vaaja, M., Hyyppä, H., Katoh, M., Wulder, M. A., Holopainen, Airborne laser scanning outperforms the alternative 3D techniques in capturing variation in tree .... Baltic Forestry. 28 (2). 268-277. 2018.
[34]. Wang, Y., Lehtomäki, M., Liang, X., Pyörälä, J., Kukko, A., Jaakkola, A., Liu, J., Feng, Z., Chen, R. & Hyyppä, J. Is field-measured tree height as reliable as believed - a comparison study of tree height estimat.... ISPRS Journal of Photogrammetry and Remote Sensing. 147. 132-145. 2018.
[35]. Pyorala, J., Liang, X., Vastaranta, M., Saarinen, N., Kankare, V., Wang, Y., Holopainen, M. & Hyyppa, J. Quantitative Assessment of Scots Pine (Pinus Sylvestris L.) Whorl Structure in a Forest Environme.... IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 11 (10). 3598 - 3607. 2018. PDF: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8341859.
[36]. Mokroš, M., Liang, X., Surový, P., Valent, P., Čerňava, J., Chudý, F., Tunák, D., Saloň, Š. & Merganič, J. Evaluation of Close-Range Photogrammetry Image Collection Methods for Estimating Tree Diameters. ISPRS Int. J. Geo-Inf.. 7 (3). 93. 2018.
[37]. Saarinen, N., Kankare, V., Vastaranta, M., Luoma, V., Pyörälä, J., Tanhuanpää, T., Liang, X., Kaartinen, H., Kukko, A., Jaakkola, A., Yu, X., Holopainen, M. & Hyyppä, J. Feasibility of Google Tango and Kinect for Crowdsourcing Forestry Information. Forests. 9 (1). 6. 2017.
[38]. Berveglieri, A., Tommaselli, A. M. G., Liang, X. & Honkavaara, E. Vertical Optical Scanning with Panoramic Vision for Tree Trunk Reconstruction. Sensors. 17 (12). 2791. 2017.
[39]. Liu, J., Hyyppa, J., Yu, X., Jaakkola, A., Kukko, A., Kaartinen, H., Zhu, L., Liang, X., Wang, Y. & Hyyppa, H. A Novel GNSS Technique for Predicting Boreal Forest Attributes at Low Cost. IEEE Transactions on Geoscience and Remote Sensing. 55 (9). 4855 - 4867. 2017.
[40]. Jaakkola, A., Hyyppä, J., Yu, X., Kukko, A., Kaartinen, H., Liang, X., Hyyppä, H. & Wang, Y. Autonomous Collection of Forest Field Reference—The Outlook and a First Step with UAV Laser Scan.... Remote Sens.. 9 (8). 785. 2017.
[41]. Saarinen, N., Kankare, V., Vastaranta, M., Luoma, V., Pyörälä, J., Tanhuanpää, T., Liang, X., Kaartinen, H., Kukko, A., Jaakkola, A., Yu, X., Holopainen, M. & Hyyppä, J. Feasibility of Terrestrial laser scanning for collecting stem volume information from single tree.... ISPRS Journal of Photogrammetry and Remote Sensing. 123. 140-158. 2016.
[42]. Berveglieri, A., Tommaselli, A., Liang, X. & Honkavaara, E. Photogrammetric measurement of tree stems from vertical fisheye images. Scandinavian Journal of Forest Research. 32 (8). 737-747. 2016.
[43]. Liu, J., Liang, X., Hyyppä, J., Yu, X., Lehtomäki, M., Pyörälä, J., Zhu, L., Wang, Y. & Chen, R. Automated matching of multiple terrestrial laser scans for stem mapping without the use of artifi.... International Journal of Applied Earth Observation and Geoinformation. 56. 13-23. 2016.
[44]. Liang, X., Kankare, V., Hyyppä, J., Wang, Y., Kukko, A., Haggrén, H., Yu, X., Kaartinen, H., Jaakkola, A., Guan, F., Holopainen, M. & Vastaranta, M. Terrestrial Laser Scanning In Forest Inventories. ISPRS Journal of Photogrammetry and Remote Sensing. 115. 63-77. 2016.
[45]. Wang, Y., Hyyppa, J., Liang, X., Kaartinen, H., Yu, X., Lindberg, E., Holmgren, J., Qin, Y., Mallet, C., Ferraz, A., Torabzadeh, H., Morsdorf, F., Zhu, L., Liu, J. & Alho, P. International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Struc.... IEEE Transactions on Geoscience and Remote Sensing. 54 (9). 5011 - 5027. 2016.
[46]. Liu, J., Hernandez-Pajares, M., Liang, X., An, J., Wang, Z., Chen, R., Sun, W. & Hyyppä, J. Temporal and spatial variations of global ionospheric total electron content under various solar .... Journal of Geodesy. 91. 485–502. 2016.
[47]. Junttila, S., Vastaranta, M., Liang, X., Kaartinen, H., Kukko, A., Kaasalainen, S., Holopainen, M., Hyyppä, H. & Hyyppä, J. Measuring Leaf Water Content with Dual-Wavelength Intensity Data from Terrestrial Laser Scanners. Remote Sens.. 9 (1). 8. 2016.
[48]. Lin, Y., Wei, T., Yang, B., Knyazikhin, Y., Zhang, Y., Sato, H., Fang, X., Liang, X., Yan, L. & Sun, S. TLS-bridged co-prediction of tree-level multifarious stem structure variables from worldview-2 pa.... International Journal of Digital Earth. 10 (7). 701-718. 2016.
[49]. Sun, Y., Liang, X., Liang, Z., Welham, C. & Li, W. Deriving merchantable volume in poplar through a localized tapering function from non-destructive.... Forests. 7 (4). 87. 2016.
[50]. Liang, X., Wang, Y., Jaakkola, A., Kukko, A., Kaartinen, H., Hyyppa, J., Honkavaara, E. & Liu, J. Forest Data Collection Using Terrestrial Image-based Point Clouds from a Hand-Held Camera Compare.... IEEE Transactions on Geoscience and Remote Sensing. 53 (9). 5117 - 5132. 2015. PDF: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7109840.
[51]. Kankare, V., Liang, X., Vastaranta, M., Yu, X., Holopainen, M. & Hyyppä, J. Diameter distribution estimation with laser scanning based multisource single tree inventory. ISPRS Journal of Photogrammetry and Remote Sensing. 108. 161-171. 2015.
[52]. Qian, C., Liu, H., Tang, J., Chen, Y., Kaartinen, H., Kukko, A., Zhu, L., Liang, X., Chen, L. & Hyyppä, J. An Integrated GNSS/INS/LiDAR-SLAM Positioning Method for Highly Accurate Forest Stem Mapping. Remote Sensing.. 9 (1). 3. 2016.
[53]. Liu, J., Hyyppä, J., Yu, X., Jaakkola, A., Liang, X., Kaartinen, H., Kukko, A., Zhu, L., Wang, Y. & Hyyppä, H. Can global navigation satellite system signals reveal the ecological attributes of forests?. International Journal of Applied Earth Observation and Geoinformation. 50. 74-79. 2016.
[54]. Yu, X., Hyyppä, J., Karjalainen, M., Nurminen, K., Karila, K., Vastaranta, M., Kankare, V., Kaartinen, H., Holopainen, M., Honkavaara, E., Kukko, A., Jaakkola, A., Liang, X., Wang, Y., Hyyppä, H. & Katoh, M. Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sour.... Remote Sensing.. 7 (12). 15933-15954. 2015.
[55]. Kaartinen, H., Hyyppä, J., Vastaranta, M., Kukko, A., Jaakkola, A., Yu, X., Pyörälä, J., Liang, X., Liu, J., Wang, Y., Kaijaluoto, R., Melkas, T., Holopainen, M. & Hyyppä, H. Accuracy of Kinematic Positioning Using Global Satellite Navigation Systems under Forest Canopies. Forests.. 6 (9). 3218-3236. 2015.
[56]. Liu, J., Zhu, L., Wang, Y., Liang, X., Hyyppä, J., Chu, T., Liu, K. & Chen, R. Reciprocal Estimation of Pedestrian Location and Motion State toward a Smartphone Geo-Context Com.... Micromachines. 6 (6). 699-717. 2015.
[57]. Li, W., Niu, Z., Liang, X., Li, Z., Huang, N., Gao, S., Wang, C. & Muhammad, S. Geostatistical modeling using LiDAR-derived prior knowledge with SPOT-6 data to estimate temperat.... International Journal of Applied Earth Observation and Geoinformation. 41. 88-98. 2015.
[58]. Liang, X., Jaakkola, A., Wang, Y., Hyyppä, J., Honkavaara, E., Liu, J. & Kaartinen, H. The Use of a Hand-Held Camera for Individual Tree 3D Mapping in Forest Sample Plots. Remote Sensing.. 6 (7). 6587-6603. 2014.
[59]. Liang, X., Hyyppa, J., Kukko, A., Kaartinen, H., Jaakkola, A. & Yu, X. The Use of a Mobile Laser Scanning System for Mapping Large Forest Plots. IEEE Geoscience and Remote Sensing Letters. 11 (9). 1504 - 1508. 2014. PDF: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6719551.
[60]. Liang, X., Kukko, A., Kaartinen, H., Hyyppa, J., Yu, X., Jaakkola, A. & Wang, Y. Possibilities of a Personal Laser Scanning System for Forest Mapping and Ecosystem Services. Sensors.. 14 (1). 1228-1248. 2014.
[61]. Liang, X. & Hyyppa, J. Automatic Stem Mapping by Merging Several Terrestrial Laser Scans at the Feature and Decision Lev.... Sensors.. 13 (2). 1614-1634. 2013.
[62]. L. Xinlian, V. Kankare, Y. Xiaowei, J. Hyyppa and M. Holopainen Automated Stem Curve Measurement Using Terrestrial Laser Scanning. IEEE Transactions on Geoscience and Remote Sensing. 52 (3). 1739 - 1748. 2013. PDF: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6520868.
[63]. Wang, Y., Liang, X., Flener, C., Kukko, A., Kaartinen, H., Kurkela, M., Vaaja, M., Hyyppä, H. & Alho, P. 3D Modeling of Coarse Fluvial Sediments Based on Mobile Laser Scanning Data. Remote Sensing.. 5 (9). 4571-4592. 2013.
[64]. Holopainen, M., Kankare, V., Vastaranta, M., Liang, X., Lin, Y., Vaaja, M., Yu, X., Hyyppä, J., Hyyppä, H., Kaartinen, H., Kukko, A., Tanhuanpää, T. & Alho, P. Tree mapping using airborne, terrestrial and mobile laser scanning – A case study in a heterogen.... Urban Forestry & Urban Greening. 12 (4). 546-553. 2013.
[65]. Yu, X., Liang, X., Hyyppä, J., Kankare, V., Vastaranta, M. & Holopainen, M. Stem biomass estimation based on stem reconstruction from terrestrial laser scanning point clouds. Remote Sensing Letters.. 4 (4). 344-353. 2012. PDF: https://www.tandfonline.com/doi/pdf/10.1080/2150704X.2012.734931?needAccess=true.
[66]. Liang, X., Hyyppä, J., Kaartinen, H., Holopainen, M. & Melkas, T. Detecting Changes in Forest Structure over Time with Bi-Temporal Terrestrial Laser Scanning Data. ISPRS International Journal of Geo-Information.. 1 (3). 242-255. 2012.
[67]. Liang, X., Litkey, P., Hyyppa, J., Kaartinen, H., Vastaranta, M. & Holopainen, M. Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning. IEEE Transactions on Geoscience and Remote Sensing. 50 (2). 661 - 670. 2012.

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