Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:30:51.323019Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 100 of 195 outbound references and 0 inbound Pith citation observations for arXiv:1908.08854.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:30:51.323019Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 195 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 39a41d69-7448-4a91-9816-c46808d319a6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Pointnet: Deep learning on point sets for 3d classification and segmentation,
Reference 1
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Observation 4b8bac5c-18c7-4d09-9273-d3e106c10041 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Large-scale point cloud semantic segmentation with superpoint graphs,
Reference 2
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Observation d987a6f4-f009-4ce2-8ef6-f07ef3b16d2b · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Dynamic Graph CNN for Learning on Point Clouds
Reference 3
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Observation c9f02946-e786-4d1a-88f3-33b2c9ba2ee8 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Svm-based classification of segmented airborne lidar point clouds in urban areas,
Reference 4
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Observation 0f55b91b-2819-4481-96f5-f628eb6ed5ca · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Contextual classification of point cloud data by exploiting individual 3d neigbourhoods,
Reference 5
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Observation dd842159-0f73-40b5-8662-12f91041c034 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A multiscale and hierarchical feature extraction method for terrestrial laser scanning point cloud classifica- tion,
Reference 6
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Observation eba953c6-d6fb-4229-a09b-aca6689a387d · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Semantic labeling of 3d point clouds for indoor scenes,
Reference 7
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Observation a014c599-5625-44d8-a649-39eaa0a8e2c0 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Simplified markov random fields for efficient semantic labeling of 3d point clouds,
Reference 8
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Observation 06a882e1-54f5-4d7e-b48a-93eff9422ebc · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Unstructured point cloud semantic labeling using deep segmentation networks.,
Reference 9
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Observation 8f91f579-a190-482c-b5ff-a3c9b9f2122a · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Automatic reconstruction of as-built building information models from laser- scanned point clouds: A review of related techniques,
Reference 10
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Observation c7991e86-ab77-40c8-9d92-d85c66aae829 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Building information mod- eling (bim) for existing buildingsliterature review and future needs,
Reference 11
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Observation fde6a9ee-afff-4720-a4ad-2afb151487e6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Lidar remote sensing of forest structure,
Reference 12
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Observation 87da0f21-ddab-4be2-87bc-f3bfda6040dd · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Development of a uav-lidar system with application to forest inventory,
Reference 13
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Observation f633e9b8-edc1-49f5-b865-d48ad0825ba1 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation To- wards 3d point cloud based object maps for household environments,
Reference 14
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Observation 3dd492b1-0f66-4008-9c54-6502a9d7ce8f · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Multi-view 3d object detection network for autonomous driving,
Reference 15
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Observation 3a4e2212-9dac-405b-b1ae-77d96adb3a89 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d point cloud segmentation: A survey,
Reference 16
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Observation e2192905-020c-4259-948a-df86a75aeadb · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A review of point clouds seg- mentation and classification algorithms,
Reference 17
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Observation b50f936e-ddfa-4f26-a1b0-57e60fbb80a0 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A comparison between photogrammetry and laser scanning,
Reference 18
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Observation 5e9e295b-ec65-450f-92fe-9035b8d2d107 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation structure-from-motionphotogrammetry: A low-cost, ef- fective tool for geoscience applications,
Reference 19
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Unavailable: canonical work link unavailable.
Observation ad8fd144-d100-4a0c-ba66-6ab1529455e7 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Introduction to modern photogrammetry,
Reference 20
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Observation 82dfe153-ff28-4947-9790-e959a2ed306e · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Accurate and efficient stereo processing by semi- global matching and mutual information,
Reference 21
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Observation d578be5f-3562-4e72-96fe-a5bcd4b2dc64 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Stereo processing by semiglobal matching and mu- tual information,
Reference 22
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Observation 5e75c1be-f3bb-447c-a5be-f64ec3e69883 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Evaluation of cost functions for stereo matching,
Reference 23
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Observation 717f5ac5-62c8-4369-ad44-205f8f5b6fe9 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Accurate, dense, and robust multiview stereopsis,
Reference 24
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Observation 0a4cb464-0123-43c5-bacd-baca4fe8a6a7 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Uav for 3d mapping applications: a review,
Reference 25
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Observation f7a12c0c-6edb-4145-85a1-13128c7e0f52 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Photo tourism: exploring photo collections in 3d,
Reference 26
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Observation 7b6cb926-3fe9-4c2c-aab3-93069da1c351 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Modeling the world from internet photo collections,
Reference 27
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Observation 88cee93a-03c1-419b-8ec5-27794203a0a7 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Sun3d: A database of big spaces reconstructed using sfm and object labels,
Reference 28
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Observation 7d662045-4673-4604-8d0e-f00f0420fb23 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Shan and C
Reference 29
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Observation 00683ad0-8541-4d6d-851b-dee8d504a667 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d change detection–approaches and applications,
Reference 30
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Observation 32d971c4-8455-420e-8a90-4c94dabc0688 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Isprs test project on urban classification and 3d building reconstruction,
Reference 31
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Observation fc142f44-db23-450f-8f34-50c98683f0d9 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Assessing forest structural and physiological information content of multi-spectral lidar waveforms by radiative transfer modelling,
Reference 32
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Observation 532d208b-a0e8-45f1-988c-6fb40920dc51 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Recovery of forest canopy parameters by inversion of multispectral lidar data,
Reference 33
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Observation dcd626eb-9947-4ca5-a54b-4ad1a706c80e · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Semantic3d. net: a new large-scale point cloud classifi- cation benchmark,
Reference 34
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Observation 3d9934fc-5655-484b-9857-c3dcd6e217d9 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Terramobilita/iqmulus urban point cloud classification benchmark,
Reference 35
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Observation 93534a44-50a9-47b9-b35c-f2fa97ba775f · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Paris-lille-3d: A large and high-quality ground-truth urban point cloud dataset for automatic segmentation and classification,
Reference 36
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Observation 6304fe1c-5109-402e-8def-acb0bfd7f9ef · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Uav lidar and hyperspectral fusion for forest monitoring in the southwestern usa,
Reference 37
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Observation 20521365-f8ad-4459-a88e-c33724b19946 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation An automated rectification method for unmanned aerial vehicle lidar point cloud data based on laser intensity,
Reference 38
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Observation 4daf369b-9df9-4a51-b2c5-ea1825b3bc5d · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d forest mapping using a low-cost uav laser scanning system: Investigation and comparison,
Reference 39
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Observation 618fc17d-9b97-4453-b46d-a3b134241ddc · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Enhanced computer vision with microsoft kinect sensor: A review,
Reference 40
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Observation 963d51af-954b-4b4a-bc91-e0510304eb20 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A passive rgbd sensor for accurate and real-time depth sensing self-contained into an fpga,
Reference 41
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Observation 50d766d3-5c8f-43be-a2e7-c68198324b72 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation First experiences with kinect v2 sensor for close range 3d modelling,
Reference 42
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Observation 329b238c-9651-4c48-9090-98ec8c84d7f5 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Scannet: Richly-annotated 3d reconstructions of indoor scenes,
Reference 43
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Observation b38e0590-4177-47d1-935a-8013bf3ce162 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d semantic parsing of large-scale indoor spaces,
Reference 44
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Observation a48a4bc2-2bef-4960-999c-fa12af3ec02d · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Facade structure recon- struction using spaceborne tomosar point clouds,
Reference 45
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Observation e0bca5bb-6c8e-4a12-aa14-e6d6f38cfddc · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Facade reconstruction using multiview spaceborne tomosar point clouds,
Reference 46
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Observation a4ac0f3e-dfb5-4fa5-9d43-aa70471b8463 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Robust reconstruction of building facades for large areas using spaceborne tomosar point clouds,
Reference 47
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Observation 2bb23ae7-e04d-4bc1-9f01-a2c42f4998d6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segmentation and crown parameter extraction of individual trees in an airborne tomosar point cloud,
Reference 48
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Observation 06615ac7-7a0c-4af9-a522-836c54c2695c · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Reconstruction of individual trees from multi-aspect tomosar data,
Reference 49
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Observation 0fb0cf53-d7ed-43de-b08c-e394a1910b21 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Interferometric potential of high resolution spaceborne sar,
Reference 50
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Observation e7cb71d3-5925-4323-a5b1-827e697d71bc · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Very high resolution spaceborne sar tomography in urban environment,
Reference 51
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Observation 224e59dd-2487-45ea-977a-e95fc0ef7f2e · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Potential of very high resolution sar for persistent scatterer interferometry in urban areas,
Reference 52
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Observation e64330e0-855e-472a-b1f1-ec618151ff71 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Geo- metrical fusion of multitrack ps point clouds,
Reference 53
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Observation 17482736-ce79-4562-abe5-3a9ca1131386 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Super-resolution power and robustness of compressive sensing for spectral estimation with application to spaceborne tomographic sar,
Reference 54
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Observation 86dad9ee-55d1-473b-a081-7fa09bb1a7d6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Geocoding error correction for insar point clouds,
Reference 55
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Observation 2d213c45-7a86-4f2c-a3b0-a0e8c8fe84f1 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A new method for building extrac- tion in urban areas from high-resolution lidar data,
Reference 56
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Observation 8d32f3e3-a5c1-4480-94e2-67a013ca03f6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Demonstration of super-resolution for tomographic sar imaging in urban environment,
Reference 57
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Observation 3164b0a4-8a0c-4936-aa99-51ab6f0b5e0e · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation From tomosar point clouds to objects: Facade reconstruction,
Reference 58
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Observation 13d4cb1d-3a8a-4ff1-8c7f-95c64b6e9520 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Let’s do the time warp: Multicomponent nonlinear motion estimation in differential sar tomography,
Reference 59
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Observation bcdb15dc-dd49-440b-a61c-8a9e222730d9 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Ghost persistent scatterers related to multiple signal reflections,
Reference 60
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Unavailable: canonical work link unavailable.
Observation ddf939d8-ace3-4d97-bb65-67f842145b83 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Nonlocal compressive sensing- based sar tomography,
Reference 61
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Observation 4b3f7ce0-d7c1-4362-92b1-a3c753421c2f · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Automatic feature-based geometric fusion of multiview tomosar point clouds in urban area,
Reference 62
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Observation 49823b96-29dd-45f5-8f02-328471f681c6 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Data fusion and remote sensing: An ever-growing relationship,
Reference 63
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Observation fc954e47-7a43-4c5a-b253-a13e99b68d86 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Fusing meter- resolution 4-d insar point clouds and optical images for semantic urban infrastructure monitoring,
Reference 64
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Observation c5ec8e0a-0991-4dfc-95d1-8c526396969b · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation H- ransac: A hybrid point cloud segmentation combining 2d and 3d data.,
Reference 65
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Observation 5fa11c9f-fb28-4805-bd00-7ac172073db8 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segmen- tation of building from dense 3d point-clouds,
Reference 66
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Observation d35ad8cd-2275-4374-9ee8-561f31015bdd · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Snapnet: 3d point cloud semantic labeling with 2d deep segmentation networks,
Reference 67
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Observation 2aff8724-3011-4f64-b302-f92cd0c9143d · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Splatnet: Sparse lattice networks for point cloud processing,
Reference 68
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Observation dcea697f-9605-42e2-a167-0916d653c777 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Octnet: Learning deep 3d representations at high resolutions,
Reference 69
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Observation 8cbca565-ce2c-4010-95b6-cf443e1e21ae · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 4d spatio-temporal convnets: Minkowski convolutional neural networks,
Reference 70
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Observation 2b170d34-3221-43e2-84f2-d600714b3280 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Real-time detection of planar regions in unorganized point clouds,
Reference 71
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Observation a4b6e537-64c2-4ec2-afbd-8b4b17abcea1 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Investigation on the weighted ransac approaches for building roof plane segmentation from lidar point clouds,
Reference 72
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Observation 48d326c5-ac1f-4d66-9e4b-96d953685432 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A methodology for automated segmentation and reconstruction of urban 3-d buildings from als point clouds,
Reference 73
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Observation 12a6bd27-896f-4517-9465-8954904c4e26 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Hough-transform and extended ransac algorithms for automatic detection of 3d building roof planes from lidar data,
Reference 74
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Observation ed05e0ab-33cb-429b-8739-2f39955abd14 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segmentation of tin-structured surface models,
Reference 75
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Unavailable: canonical work link unavailable.
Observation ae081ed1-435c-4b96-ad88-bee1d8f7df29 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Clustering based planar roof extraction from lidar data,
Reference 76
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Observation 6aa892c1-2b30-41ed-89f1-f41c52c70f8e · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segmentation and reconstruction of polyhe- dral building roofs from aerial lidar point clouds,
Reference 77
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Observation 49fb0f48-4e34-44a9-a0df-b7ddcae2fe2b · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Min-cut based segmentation of airborne lidar point clouds,
Reference 78
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Unavailable: canonical work link unavailable.
Observation d2c92d8f-fea6-484e-be01-51b6f387537a · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A global optimization approach to roof segmentation from airborne lidar point clouds,
Reference 79
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Unavailable: canonical work link unavailable.
Observation 6b787c8a-5c83-431f-a12d-f454e6269a2c · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Non-parametric segmentation of als point clouds using mean shift,
Reference 80
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Observation 17be319a-29fa-412d-8920-d1afc67d7e24 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Object extraction based on 3d- segmentation of lidar data by combining mean shift with normalized cuts: Two examples from urban areas,
Reference 81
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Observation e01c9625-e4c9-48c8-8e65-65b812d8deda · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Aerial lidar data classification using adaboost,
Reference 82
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Observation 98b37567-7637-415a-a117-5755455b8f63 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Classifying urban landscape in aerial lidar using 3d shape analysis,
Reference 83
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Observation 3e6fe728-497b-47b1-b789-e88cae5d8538 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Airborne lidar feature selection for urban classification using random forests,
Reference 84
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Observation 46f542ce-f830-4b0b-bf01-10f5d540b837 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Nonassociative markov networks for 3d point cloud classification,
Reference 85
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Observation 3dde6a16-e160-4598-8076-92da2fd6cef8 · outbound
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Conditional random fields for lidar point cloud classification in complex urban areas,
Reference 86
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Reference 91
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Reference 98
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Reference 99
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