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Paper Citation Record · LEDGER

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation

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.

pith.paper-citation-record.v1
1908.08854 v3

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measured 100 of 195 reference resolution

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measured 100 of 100 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

100 of 195 outbound references displayed

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Outbound references

Observation 39a41d69-7448-4a91-9816-c46808d319a6 · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

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

This paper cites Large-scale point cloud semantic segmentation with superpoint graphs,.

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

This paper cites Dynamic Graph CNN for Learning on Point Clouds.

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

This paper cites Svm-based classification of segmented airborne lidar point clouds in urban areas,.

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

This paper cites Contextual classification of point cloud data by exploiting individual 3d neigbourhoods,.

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

This paper cites A multiscale and hierarchical feature extraction method for terrestrial laser scanning point cloud classifica- tion,.

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

This paper cites Semantic labeling of 3d point clouds for indoor scenes,.

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

This paper cites Simplified markov random fields for efficient semantic labeling of 3d point clouds,.

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

This paper cites Unstructured point cloud semantic labeling using deep segmentation networks.,.

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

This paper cites Automatic reconstruction of as-built building information models from laser- scanned point clouds: A review of related techniques,.

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

This paper cites Building information mod- eling (bim) for existing buildingsliterature review and future needs,.

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

This paper cites Lidar remote sensing of forest structure,.

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

This paper cites Development of a uav-lidar system with application to forest inventory,.

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

This paper cites To- wards 3d point cloud based object maps for household environments,.

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

This paper cites Multi-view 3d object detection network for autonomous driving,.

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

This paper cites 3d point cloud segmentation: A survey,.

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

This paper cites A review of point clouds seg- mentation and classification algorithms,.

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

This paper cites A comparison between photogrammetry and laser scanning,.

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

This paper cites structure-from-motionphotogrammetry: A low-cost, ef- fective tool for geoscience applications,.

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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Observation ad8fd144-d100-4a0c-ba66-6ab1529455e7 · outbound

This paper cites Introduction to modern photogrammetry,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Introduction to modern photogrammetry,

Reference 20

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This paper cites Accurate and efficient stereo processing by semi- global matching and mutual information,.

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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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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This paper cites Evaluation of cost functions for stereo matching,.

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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This paper cites Accurate, dense, and robust multiview stereopsis,.

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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This paper cites Uav for 3d mapping applications: a review,.

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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This paper cites Photo tourism: exploring photo collections in 3d,.

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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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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This paper cites Sun3d: A database of big spaces reconstructed using sfm and object labels,.

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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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Shan and C

Reference 29

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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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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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This paper cites Assessing forest structural and physiological information content of multi-spectral lidar waveforms by radiative transfer modelling,.

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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This paper cites Recovery of forest canopy parameters by inversion of multispectral lidar data,.

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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This paper cites Semantic3d. net: a new large-scale point cloud classifi- cation benchmark,.

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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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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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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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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source=pdf_text observed=2026-08-14T11:30:51.086816Z digest=sha256:23078ea075998b77dede774d94c341ebe888471da80690b134fc776de634e85a

Observation 20521365-f8ad-4459-a88e-c33724b19946 · outbound

This paper cites An automated rectification method for unmanned aerial vehicle lidar point cloud data based on laser intensity,.

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,

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source=pdf_text observed=2026-08-14T11:30:51.090471Z digest=sha256:98ccf2bc08f2ced81ddf4a9d007c4e925aefbcaa2bd7110444b172631d15e185

Observation 4daf369b-9df9-4a51-b2c5-ea1825b3bc5d · outbound

This paper cites 3d forest mapping using a low-cost uav laser scanning system: Investigation and comparison,.

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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source=pdf_text observed=2026-08-14T11:30:51.094277Z digest=sha256:605c717b44dfd72ab20a5508d77b5cf1624aa8fc09dce122341651229cfa0ee4

Observation 618fc17d-9b97-4453-b46d-a3b134241ddc · outbound

This paper cites Enhanced computer vision with microsoft kinect sensor: A review,.

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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source=pdf_text observed=2026-08-14T11:30:51.097968Z digest=sha256:8cbeb7d0981193b3db11a4d3c2029f5d96a635344bfc812161be11c9ea36d9f7

Observation 963d51af-954b-4b4a-bc91-e0510304eb20 · outbound

This paper cites A passive rgbd sensor for accurate and real-time depth sensing self-contained into an fpga,.

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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source=pdf_text observed=2026-08-14T11:30:51.101689Z digest=sha256:7d7c96ae4ba5a1ed584573735f9a17569cf526cb4b07b00c46accacc5786554c

Observation 50d766d3-5c8f-43be-a2e7-c68198324b72 · outbound

This paper cites First experiences with kinect v2 sensor for close range 3d modelling,.

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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source=pdf_text observed=2026-08-14T11:30:51.105243Z digest=sha256:445229e2c465defff9b91cedd8db512ad0e893547e428770529a7be2527334d1

Observation 329b238c-9651-4c48-9090-98ec8c84d7f5 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes,.

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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source=pdf_text observed=2026-08-14T11:30:51.109023Z digest=sha256:209ec42b1155c85d23ba5ee1e13a54a4230e38f51d1bb98fe7f2cc4126e0de85

Observation b38e0590-4177-47d1-935a-8013bf3ce162 · outbound

This paper cites 3d semantic parsing of large-scale indoor spaces,.

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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source=pdf_text observed=2026-08-14T11:30:51.112915Z digest=sha256:ef044987133475d29e6b3b1ba8671fe29b9baf0e105778de4dda4e50db9bc755

Observation a48a4bc2-2bef-4960-999c-fa12af3ec02d · outbound

This paper cites Facade structure recon- struction using spaceborne tomosar point clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.116698Z digest=sha256:07e74d3766841af71aa7fb044c2adacd0a506bb69bcb6a6d4f6abf67b860a8b7

Observation e0bca5bb-6c8e-4a12-aa14-e6d6f38cfddc · outbound

This paper cites Facade reconstruction using multiview spaceborne tomosar point clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.120365Z digest=sha256:3d80e553a0ec2e13d17153d65eefb23222a7e8a7c665584709de35536dcbdbea

Observation a4ac0f3e-dfb5-4fa5-9d43-aa70471b8463 · outbound

This paper cites Robust reconstruction of building facades for large areas using spaceborne tomosar point clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.124404Z digest=sha256:779598a44e7c8a8f53b3ac3a58d5b8fa9f80c36a80a6aa18ff78c97c7549a8f2

Observation 2bb23ae7-e04d-4bc1-9f01-a2c42f4998d6 · outbound

This paper cites Segmentation and crown parameter extraction of individual trees in an airborne tomosar point cloud,.

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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source=pdf_text observed=2026-08-14T11:30:51.128407Z digest=sha256:8b125dc891b1f55036fc5c2d2c7de3bb1408769e02840f8c217fd55c740e8e83

Observation 06615ac7-7a0c-4af9-a522-836c54c2695c · outbound

This paper cites Reconstruction of individual trees from multi-aspect tomosar data,.

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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source=pdf_text observed=2026-08-14T11:30:51.132303Z digest=sha256:367e34d53508a55ab689131904da4da5c5831dee840ae7ed617475027498ba63

Observation 0fb0cf53-d7ed-43de-b08c-e394a1910b21 · outbound

This paper cites Interferometric potential of high resolution spaceborne sar,.

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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source=pdf_text observed=2026-08-14T11:30:51.136074Z digest=sha256:6bd92f2003e0e9004d1f43d90264e8ae9701b6e4152a3a6684edd71d92518c34

Observation e7cb71d3-5925-4323-a5b1-827e697d71bc · outbound

This paper cites Very high resolution spaceborne sar tomography in urban environment,.

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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source=pdf_text observed=2026-08-14T11:30:51.139972Z digest=sha256:54114707efcd18cfdcca623a69094be0aff8bc8d5e9b71daa80dc124018f3be4

Observation 224e59dd-2487-45ea-977a-e95fc0ef7f2e · outbound

This paper cites Potential of very high resolution sar for persistent scatterer interferometry in urban areas,.

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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source=pdf_text observed=2026-08-14T11:30:51.143671Z digest=sha256:3135d6411fa8dc8dca2d9257b9b5a0383706c0b4d83d2662e0fa59754d755354

Observation e64330e0-855e-472a-b1f1-ec618151ff71 · outbound

This paper cites Geo- metrical fusion of multitrack ps point clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.147408Z digest=sha256:aeb8e2836ad116358af626f6d437fab70db4a06e99e54241770471d0d98d1b88

Observation 17482736-ce79-4562-abe5-3a9ca1131386 · outbound

This paper cites Super-resolution power and robustness of compressive sensing for spectral estimation with application to spaceborne tomographic sar,.

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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source=pdf_text observed=2026-08-14T11:30:51.151153Z digest=sha256:84444f54aed3afab835c3a0391f83dd8a215a5e2a1d4c82d5795c411770c55b0

Observation 86dad9ee-55d1-473b-a081-7fa09bb1a7d6 · outbound

This paper cites Geocoding error correction for insar point clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.154738Z digest=sha256:da32d010c91cbaf33b40f3673780695d794ac241de81ce8886b4f812edd90cb0

Observation 2d213c45-7a86-4f2c-a3b0-a0e8c8fe84f1 · outbound

This paper cites A new method for building extrac- tion in urban areas from high-resolution lidar data,.

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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source=pdf_text observed=2026-08-14T11:30:51.158485Z digest=sha256:cdf8714b917c8b9c096d6c85eebe3f99f16506d632099ed9dfa47c775047c53d

Observation 8d32f3e3-a5c1-4480-94e2-67a013ca03f6 · outbound

This paper cites Demonstration of super-resolution for tomographic sar imaging in urban environment,.

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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source=pdf_text observed=2026-08-14T11:30:51.162055Z digest=sha256:5ce7c66d7158db3159cc309f2afa0369f5ce355ed91e873f5ad2b6eef6ddfb5f

Observation 3164b0a4-8a0c-4936-aa99-51ab6f0b5e0e · outbound

This paper cites From tomosar point clouds to objects: Facade reconstruction,.

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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source=pdf_text observed=2026-08-14T11:30:51.165944Z digest=sha256:0a2db349791cdc3a515e179f0f3a9a9ea6fb16fef7a2eef62c336f711f9beb4c

Observation 13d4cb1d-3a8a-4ff1-8c7f-95c64b6e9520 · outbound

This paper cites Let’s do the time warp: Multicomponent nonlinear motion estimation in differential sar tomography,.

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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source=pdf_text observed=2026-08-14T11:30:51.170186Z digest=sha256:f40b59a0087583927108ab15bd6f77298a0343e7143883d5736ec1302735bd67

Observation bcdb15dc-dd49-440b-a61c-8a9e222730d9 · outbound

This paper cites Ghost persistent scatterers related to multiple signal reflections,.

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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source=pdf_text observed=2026-08-14T11:30:51.175275Z digest=sha256:633dc5deb51277242a9418ff2b2ce3458a53624157b978be822d51101c9405f5

Observation ddf939d8-ace3-4d97-bb65-67f842145b83 · outbound

This paper cites Nonlocal compressive sensing- based sar tomography,.

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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source=pdf_text observed=2026-08-14T11:30:51.179020Z digest=sha256:b441ab5509c77bf62887125c34ea40ff7ed3a0ea75b0f324c1990c21621b6a92

Observation 4b3f7ce0-d7c1-4362-92b1-a3c753421c2f · outbound

This paper cites Automatic feature-based geometric fusion of multiview tomosar point clouds in urban area,.

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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source=pdf_text observed=2026-08-14T11:30:51.183036Z digest=sha256:bc6a4713253c0013a2ebd94e9a9c74d071d1f625f76ee33e55ab3d37407f950b

Observation 49823b96-29dd-45f5-8f02-328471f681c6 · outbound

This paper cites Data fusion and remote sensing: An ever-growing relationship,.

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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source=pdf_text observed=2026-08-14T11:30:51.186994Z digest=sha256:7a2254211870b17d0ed5f1dd2aff97ffafaccf57aea3eb0ddbd7264c4c41214e

Observation fc954e47-7a43-4c5a-b253-a13e99b68d86 · outbound

This paper cites Fusing meter- resolution 4-d insar point clouds and optical images for semantic urban infrastructure monitoring,.

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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source=pdf_text observed=2026-08-14T11:30:51.190424Z digest=sha256:d53b57abf155f6e81765b3d521f469b148130fe58124ba48c07c3c1bb65a7c34

Observation c5ec8e0a-0991-4dfc-95d1-8c526396969b · outbound

This paper cites H- ransac: A hybrid point cloud segmentation combining 2d and 3d data.,.

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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source=pdf_text observed=2026-08-14T11:30:51.194069Z digest=sha256:7af37a7963d0b1edc5029a519ec71726f916add76f83cd4ea9afecfd50375f38

Observation 5fa11c9f-fb28-4805-bd00-7ac172073db8 · outbound

This paper cites Segmen- tation of building from dense 3d point-clouds,.

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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source=pdf_text observed=2026-08-14T11:30:51.197565Z digest=sha256:73581fe8b2326bdeffc8679353b0053d1b307129dd780f6844af121d72cbc9d1

Observation d35ad8cd-2275-4374-9ee8-561f31015bdd · outbound

This paper cites Snapnet: 3d point cloud semantic labeling with 2d deep segmentation networks,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Snapnet: 3d point cloud semantic labeling with 2d deep segmentation networks,

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source=pdf_text observed=2026-08-14T11:30:51.201193Z digest=sha256:f9eb5f163e601bbd534c3f86de048fa897e05564e0b2759ca7f3b5d27368b96a

Observation 2aff8724-3011-4f64-b302-f92cd0c9143d · outbound

This paper cites Splatnet: Sparse lattice networks for point cloud processing,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Splatnet: Sparse lattice networks for point cloud processing,

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source=pdf_text observed=2026-08-14T11:30:51.205038Z digest=sha256:368378cdcdb8336c813908626457aefc5789dd77a624975c096dd9e4bbefe2b4

Observation dcea697f-9605-42e2-a167-0916d653c777 · outbound

This paper cites Octnet: Learning deep 3d representations at high resolutions,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Octnet: Learning deep 3d representations at high resolutions,

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source=pdf_text observed=2026-08-14T11:30:51.208547Z digest=sha256:a45cd7381c2cd8aad4430871c4632978ffca73955fa1c971fbda9d9da3d098f5

Observation 8cbca565-ce2c-4010-95b6-cf443e1e21ae · outbound

This paper cites 4d spatio-temporal convnets: Minkowski convolutional neural networks,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 4d spatio-temporal convnets: Minkowski convolutional neural networks,

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source=pdf_text observed=2026-08-14T11:30:51.212136Z digest=sha256:b8c2c4da8e9077922184b44e2fd9661a883d810aac0cfe0b90187266dccb3103

Observation 2b170d34-3221-43e2-84f2-d600714b3280 · outbound

This paper cites Real-time detection of planar regions in unorganized point clouds,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Real-time detection of planar regions in unorganized point clouds,

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source=pdf_text observed=2026-08-14T11:30:51.215478Z digest=sha256:0c78b81e4f1989781b3c8bc938680be0735a12178f54acea325f9f7038d28516

Observation a4b6e537-64c2-4ec2-afbd-8b4b17abcea1 · outbound

This paper cites Investigation on the weighted ransac approaches for building roof plane segmentation from lidar point clouds,.

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,

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source=pdf_text observed=2026-08-14T11:30:51.219154Z digest=sha256:f5fdaad7b041558e1630ad462bd68487438e280717ba7e4715fd3161f3c0639b

Observation 48d326c5-ac1f-4d66-9e4b-96d953685432 · outbound

This paper cites A methodology for automated segmentation and reconstruction of urban 3-d buildings from als point clouds,.

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,

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source=pdf_text observed=2026-08-14T11:30:51.222677Z digest=sha256:c255cd01d5e5dbbefa0c8597591bcc333f2265eb2733783026286a492e9c1806

Observation 12a6bd27-896f-4517-9465-8954904c4e26 · outbound

This paper cites Hough-transform and extended ransac algorithms for automatic detection of 3d building roof planes from lidar data,.

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,

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source=pdf_text observed=2026-08-14T11:30:51.226303Z digest=sha256:3b57074b7dcb7820451ca85e0c6d765594b3c8d208b573b2fa0b067c450ed99c

Observation ed05e0ab-33cb-429b-8739-2f39955abd14 · outbound

This paper cites Segmentation of tin-structured surface models,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segmentation of tin-structured surface models,

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Observation ae081ed1-435c-4b96-ad88-bee1d8f7df29 · outbound

This paper cites Clustering based planar roof extraction from lidar data,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Clustering based planar roof extraction from lidar data,

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Observation 6aa892c1-2b30-41ed-89f1-f41c52c70f8e · outbound

This paper cites Segmentation and reconstruction of polyhe- dral building roofs from aerial lidar point clouds,.

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,

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Observation 49fb0f48-4e34-44a9-a0df-b7ddcae2fe2b · outbound

This paper cites Min-cut based segmentation of airborne lidar point clouds,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Min-cut based segmentation of airborne lidar point clouds,

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Observation d2c92d8f-fea6-484e-be01-51b6f387537a · outbound

This paper cites A global optimization approach to roof segmentation from airborne lidar point clouds,.

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,

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Observation 6b787c8a-5c83-431f-a12d-f454e6269a2c · outbound

This paper cites Non-parametric segmentation of als point clouds using mean shift,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Non-parametric segmentation of als point clouds using mean shift,

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Observation 17be319a-29fa-412d-8920-d1afc67d7e24 · outbound

This paper cites Object extraction based on 3d- segmentation of lidar data by combining mean shift with normalized cuts: Two examples from urban areas,.

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,

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Observation e01c9625-e4c9-48c8-8e65-65b812d8deda · outbound

This paper cites Aerial lidar data classification using adaboost,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Aerial lidar data classification using adaboost,

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Observation 98b37567-7637-415a-a117-5755455b8f63 · outbound

This paper cites Classifying urban landscape in aerial lidar using 3d shape analysis,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Classifying urban landscape in aerial lidar using 3d shape analysis,

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Observation 3e6fe728-497b-47b1-b789-e88cae5d8538 · outbound

This paper cites Airborne lidar feature selection for urban classification using random forests,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Airborne lidar feature selection for urban classification using random forests,

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Observation 46f542ce-f830-4b0b-bf01-10f5d540b837 · outbound

This paper cites Nonassociative markov networks for 3d point cloud classification,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Nonassociative markov networks for 3d point cloud classification,

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Observation 3dde6a16-e160-4598-8076-92da2fd6cef8 · outbound

This paper cites Conditional random fields for lidar point cloud classification in complex urban areas,.

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,

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Observation 85c4ab27-591a-4580-aa9b-e27bc7d791db · outbound

This paper cites Contextual classification of lidar data and building object detection in urban areas,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Contextual classification of lidar data and building object detection in urban areas,

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Observation 44b278d6-4bb8-4860-99a3-fdc32556b415 · outbound

This paper cites Contextual segment- based classification of airborne laser scanner data,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Contextual segment- based classification of airborne laser scanner data,

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Observation eaaa48c2-27bc-42ec-af2f-6c30279af319 · outbound

This paper cites 3-d scene analysis via sequenced predictions over points and regions,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3-d scene analysis via sequenced predictions over points and regions,

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Observation 3ae772b1-e826-4ee2-bdaa-a2eb90706bb3 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Non- associative higher-order markov networks for point cloud classifica- tion,

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Observation 6de884de-379d-4c5a-8b87-6d85f9deb0ee · outbound

This paper cites Morsdorf, E.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Morsdorf, E

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Observation a03ea5c9-5d03-4846-a8f8-12fa3e173991 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d segmentation of forest structure using a mean-shift based algorithm,

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Observation 3961545b-6172-482f-8b26-74509fb3a8c8 · outbound

This paper cites Octree- based region growing for point cloud segmentation,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Octree- based region growing for point cloud segmentation,

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Observation 276585df-f626-4058-98b4-3ba052ca366f · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Robust segmentation in laser scanning 3d point cloud data,

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Observation 86653390-7328-486a-ad11-b31f40d8c1d9 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers,

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Observation dbc01da8-4112-41d3-a74e-77dcf280a1b9 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Contex- tual classification with functional max-margin markov networks,

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Observation 4d37276f-4e17-4f5c-8ca9-0b95617d2eee · outbound

This paper cites A structured regularization framework for spatially smoothing semantic labelings of 3d point clouds,.

Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation A structured regularization framework for spatially smoothing semantic labelings of 3d point clouds,

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Observation 3142f042-0c4f-41a9-9160-827f59c66503 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Segcloud: Semantic segmentation of 3d point clouds,

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Observation 9b555b2b-0039-4082-9847-871d7b7e7432 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation 3d recurrent neural networks with context fusion for point cloud semantic segmentation,

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Observation b1f93f34-9d30-4fb4-8879-f527c9c54d42 · outbound

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Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Point cloud oversegmentation with graph-structured deep metric learning,

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