Paper Citation Record · LEDGER

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification

As of 16 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:1908.06673.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.06673 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:42:23.159097Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

verified exact0
verified fuzzy44
unresolved4
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2be52dd-668a-402d-8337-5382d5fea007 · outbound

This paper cites an unresolved cited work.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:42:23.733038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5990e377-099e-4d97-8371-7aabf36e2a13 · outbound

This paper cites Dem generation from laser scanner data using adaptive tin models.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Dem generation from laser scanner data using adaptive tin models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.721188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70a2fd50-cbb4-4e85-9bb7-a2b8735e65b1 · outbound

This paper cites a m \"a r \.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification a m \"a r \

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.709410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6833fe83-1dbe-4887-aa39-844935dd2257 · outbound

This paper cites and Cipolla, R., 2017.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Cipolla, R., 2017

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.697806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d9c50a9-a664-479d-bf55-5c04cd2f7276 · outbound

This paper cites and Ma, Y., 2015.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Ma, Y., 2015

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.686637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 848e03f9-5e06-4cfe-a0e6-7423d36de88e · outbound

This paper cites and Mallet, C., 2009.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Mallet, C., 2009

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.675622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ee6796e-b709-4fb4-9928-e37e67cb63ab · outbound

This paper cites and Weston, J., 2008.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Weston, J., 2008

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.664326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a4a6e096-259d-4ee0-be36-9ec30eaf1123 · outbound

This paper cites The dgpf-test on digital airborne camera evaluation--overview and test design.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification The dgpf-test on digital airborne camera evaluation--overview and test design

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.653382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cae19268-c747-4b11-bfc0-2fcd300af5fa · outbound

This paper cites T., N sset, E., Gobakken, T., Bollands s, O.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification T., N sset, E., Gobakken, T., Bollands s, O

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.642003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 103c9439-707d-4461-bb17-084df20f7db2 · outbound

This paper cites et al., 2012.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification et al., 2012

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.631186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0ae545fb-16d3-4e31-8149-d2a810987660 · outbound

This paper cites and Mongus, D., 2016.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Mongus, D., 2016

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.620844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b902b652-d459-4c09-9ba5-7c9bda830906 · outbound

This paper cites PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T12:42:23.013358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68c634c-83d0-4b97-afa7-1388f9f2ae1c · outbound

This paper cites and McKinley, L., 2009.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and McKinley, L., 2009

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.610576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b16952be-4816-4376-9fc9-e707ae9df03b · outbound

This paper cites and Hebert, M., 2005.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Hebert, M., 2005

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.600717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1f93f783-a19f-4536-8011-762a9f5ba99f · outbound

This paper cites an unresolved cited work.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:42:23.590080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c4a795c2-de77-4e70-9727-7e191c74195c · outbound

This paper cites and Hinton, G., 2015.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Hinton, G., 2015

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.577930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ffd6a4d6-6449-416e-88c1-63782b2b0b89 · outbound

This paper cites and Chi, T., 2016.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Chi, T., 2016

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.566831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 57e296cd-b696-4ad1-9720-7f6a1c9106f3 · outbound

This paper cites and Fang, Y., 2018.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Fang, Y., 2018

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.555421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 236b1784-3161-4c04-af96-fa733e3274de · outbound

This paper cites K., Fitzpatrick, D.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification K., Fitzpatrick, D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.544275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bc13bffb-cc2b-4cc0-b33c-2b325f2fcb3f · outbound

This paper cites and Hensman, P., 2015.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Hensman, P., 2015

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.532798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51180afa-25e0-4caf-97ed-f42e99235631 · outbound

This paper cites and Z alik, B., 2013.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Z alik, B., 2013

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.520573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d3b16f5d-2ff3-4ccb-bc0f-08b82d44c819 · outbound

This paper cites A., Vandapel, N.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification A., Vandapel, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.509557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bb3fe041-c61f-4754-9a07-6c399a298f52 · outbound

This paper cites and Soergel, U., 2012.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Soergel, U., 2012

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.497725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 90c16856-178c-4fcc-9e99-1b93488b846d · outbound

This paper cites and Soergel, U., 2014.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Soergel, U., 2014

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.486495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 596220e4-a282-4109-a4b2-2c8b165ab1cd · outbound

This paper cites and Heipke, C., 2016.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Heipke, C., 2016

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.475633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9938a011-b0b8-48b3-8d00-d98ec3fbd71c · outbound

This paper cites R., Su, H., Mo, K.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification R., Su, H., Mo, K

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.462971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3ce2d8a4-8acd-4916-b8be-4b674e882719 · outbound

This paper cites R., Su, H., Nie ner, M., Dai, A., Yan, M.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification R., Su, H., Nie ner, M., Dai, A., Yan, M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.449459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation def094c9-97e3-4d25-8350-74b84e5f6f59 · outbound

This paper cites R., Yi, L., Su, H.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification R., Yi, L., Su, H

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.438554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e89df869-b5ac-467b-9126-65e344d5be6d · outbound

This paper cites and Vosselmann, G., 2006.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Vosselmann, G., 2006

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.425976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 291ef11d-095c-4c09-ae65-2c410d3c9a85 · outbound

This paper cites and Brox, T., 2015.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Brox, T., 2015

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.413566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a1f8b7f9-60a4-486c-8183-de84ccd80701 · outbound

This paper cites and Barinova, O., 2010.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Barinova, O., 2010

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.402788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b47f8424-601f-4f63-898f-db1809ce77e4 · outbound

This paper cites and Tian, D., 2018.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Tian, D., 2018

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.391595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9c2bed1c-3cb4-463a-8949-0f7802015a3f · outbound

This paper cites H., Lange, H., N sset, E., Rautiainen, M.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification H., Lange, H., N sset, E., Rautiainen, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.380520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dec5112d-8461-48ba-962d-93acd6f1be60 · outbound

This paper cites and Learned-Miller, E., 2015.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Learned-Miller, E., 2015

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.368334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1af4fad3-632e-42b4-b9e7-16c3481398f9 · outbound

This paper cites and Rottensteiner, F., 2017.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Rottensteiner, F., 2017

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.356368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 405aff6a-cd0a-4068-add2-b099e5cf06d8 · outbound

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

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Dynamic Graph CNN for Learning on Point Clouds

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T12:42:23.112466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab24b876-2edb-4fa8-a111-136fda2cc2f5 · outbound

This paper cites and Zhu, Z., 2018b.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Zhu, Z., 2018b

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.344980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 33a65bfb-a90a-4abb-83ff-a0ded4fbc6ad · outbound

This paper cites and Mallet, C., 2015a.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Mallet, C., 2015a

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.332609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c8d4e04-d104-4e64-b02f-670cefa14860 · outbound

This paper cites and Jutzi, B., 2015b.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Jutzi, B., 2015b

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.320488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation caa3d502-6c85-41e0-89a0-e95d78e5997b · outbound

This paper cites and Chi, T., 2019.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Chi, T., 2019

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.308929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c9422a82-2ec8-4e1f-8a47-ff78ee2c2e86 · outbound

This paper cites and Zhong, R., 2017a.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Zhong, R., 2017a

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.297487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d778d46-e324-43a0-aade-435cb3cb07a4 · outbound

This paper cites and Huang, W., 2017b.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Huang, W., 2017b

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.285973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2be8321e-5067-4287-b2b2-c67669f8b858 · outbound

This paper cites and Jiang, W., 2018.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Jiang, W., 2018

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.274616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 101e6cf8-138f-40a8-983f-0231f10d4420 · outbound

This paper cites J., Ientilucci, E.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification J., Ientilucci, E

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.262140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 52166db9-1a23-4595-ac53-65560eb7d429 · outbound

This paper cites and Ning, X., 2013.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Ning, X., 2013

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.250001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1f7489a-253f-4b20-bb22-f3829fe86124 · outbound

This paper cites and Popescu, S., 2009.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Popescu, S., 2009

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.238408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a06cef1a-3996-4a61-82f3-44d03abc5a3f · outbound

This paper cites and Wang, J., 2018.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Wang, J., 2018

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.225903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a8588b0f-126b-45d0-a7e3-11d51cddb09c · outbound

This paper cites and Wu, B., 2017.

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification and Wu, B., 2017

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:42:23.213737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.