Paper Citation Record · LEDGER

Locality-constrained Spatial Transformer Network for Video Crowd Counting

As of 20 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:1907.07911.

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

pith.paper-citation-record.v1
1907.07911 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T20:01:07.220797Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:57:23.819308Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-24T20:04:52.865413Z

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy25
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ec12b5e0-ab16-4f15-a7fa-127e215d9f70 · outbound

This paper cites Locality-constrained Spatial Transformer Network for Video Crowd Counting.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Locality-constrained Spatial Transformer Network for Video Crowd Counting

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-24T20:04:52.868632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 595ef660-3621-4126-bc57-01d2c119580a · outbound

This paper cites Crowd counting for single image.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Crowd counting for single image

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.173518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4f7087e4-469a-4084-85f8-15d22cc706f4 · outbound

This paper cites an unresolved cited work.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-24T20:16:22.205354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a087ebd6-74fc-4405-8a8d-c9e51b5ebbc0 · outbound

This paper cites an unresolved cited work.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-24T20:16:22.176997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d5e42f4f-ae75-4cd5-b248-f8f432290a1d · outbound

This paper cites We also report the perfor- mance of our method without LST.

Locality-constrained Spatial Transformer Network for Video Crowd Counting We also report the perfor- mance of our method without LST

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-05-24T20:16:22.180769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6de382e4-3d82-4e29-85e3-9071b3cf6595 · outbound

This paper cites Speciﬁ- cally, we ﬁrst leverage a density map regression module to es- timate the density map of each frame.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Speciﬁ- cally, we ﬁrst leverage a density map regression module to es- timate the density map of each frame

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.155602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 707e77d7-089d-4df0-9661-6cf571f823ff · outbound

This paper cites Fast crowd density estimation with convolutional neural net- works.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Fast crowd density estimation with convolutional neural net- works

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.158980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 579de131-8fbf-4de0-85b5-0a1ac3ca40bf · outbound

This paper cites Cross-scene crowd counting via deep convolutional neural networks.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Cross-scene crowd counting via deep convolutional neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.165631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 84ddcaef-5d1a-48ff-8e5f-76c85e832a17 · outbound

This paper cites Single- image crowd counting via multi-column convolutional neural network.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Single- image crowd counting via multi-column convolutional neural network

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.152430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbe1e688-360d-421a-bdb8-a85d3a83b011 · outbound

This paper cites Context-aware trajectory prediction.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Context-aware trajectory prediction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.210006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 15586605-b4aa-46cf-a93d-f3f43602c90c · outbound

This paper cites Histograms of oriented gradi- ents for human detection.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Histograms of oriented gradi- ents for human detection

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.213739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88e12c8d-bf87-4a19-bacd-6e988bfb1686 · outbound

This paper cites Pedestrian detection via classiﬁcation on riemannian manifolds.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Pedestrian detection via classiﬁcation on riemannian manifolds

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.216932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a716b6ff-6a2a-43ad-85f4-765080f50f0b · outbound

This paper cites Fcn-rlstm: Deep spatio-temporal neural networks for vehicle counting in city cameras.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Fcn-rlstm: Deep spatio-temporal neural networks for vehicle counting in city cameras

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.162163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54bd09ec-3058-4162-8a2a-553e0384ece7 · outbound

This paper cites Spatiotemporal model- ing for crowd counting in videos.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Spatiotemporal model- ing for crowd counting in videos

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.184582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b4d377da-683f-47c1-ab72-789ba40a0734 · outbound

This paper cites Switching convolutional neural network for crowd counting.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Switching convolutional neural network for crowd counting

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.187632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94c83749-5bac-48f3-8a8c-feb9c20ff15b · outbound

This paper cites Csrnet: Dilated con- volutional neural networks for understanding the highly congested scenes.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Csrnet: Dilated con- volutional neural networks for understanding the highly congested scenes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.149758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f4cda0e8-4c94-4c3f-962d-d2023b53257c · outbound

This paper cites Towards perspective-free object counting with deep learning.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Towards perspective-free object counting with deep learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.143952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c7d8a33-72fe-4f86-a215-bb1fbe371d47 · outbound

This paper cites Deci- denet: counting varying density crowds through atten- tion guided detection and density estimation.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Deci- denet: counting varying density crowds through atten- tion guided detection and density estimation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.146814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49fcadc2-198b-4894-aff2-5a03f753dda3 · outbound

This paper cites Composition loss for counting, density map estimation and localization in dense crowds.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Composition loss for counting, density map estimation and localization in dense crowds

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.138041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b1cad2f-d8d6-4660-8900-5d0c59b03094 · outbound

This paper cites Spatial transformer networks.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Spatial transformer networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.128664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a241c82-a1bb-40f6-8e42-a7345042b91d · outbound

This paper cites Su- pervised transformer network for efﬁcient face detec- tion.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Su- pervised transformer network for efﬁcient face detec- tion

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.125874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1ea1f6c-35f8-495d-870f-d501f266e4d0 · outbound

This paper cites To- ward end-to-end face recognition through alignment learning.

Locality-constrained Spatial Transformer Network for Video Crowd Counting To- ward end-to-end face recognition through alignment learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.131962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 75f5c233-d2e3-4dec-837a-e4364184fd46 · outbound

This paper cites Recursive spatial transformer (rest) for alignment-free face recognition.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Recursive spatial transformer (rest) for alignment-free face recognition

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.134909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a1eb0e71-c3e4-486d-97e7-d6d582c8ee1e · outbound

This paper cites Crowd Counting using Deep Recurrent Spatial-Aware Network.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Crowd Counting using Deep Recurrent Spatial-Aware Network

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-24T20:04:52.862666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea4b8fb7-1f69-464c-8fb1-0ccf5250dc79 · outbound

This paper cites Counting in dense crowds using deep features.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Counting in dense crowds using deep features

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.141058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b83f8514-b4b6-42bb-8bdc-9089ebfcda27 · outbound

This paper cites Privacy preserving crowd monitoring: Counting people without people models or tracking.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Privacy preserving crowd monitoring: Counting people without people models or tracking

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.190750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8f850ae9-2312-486b-b90b-ca753f78c629 · outbound

This paper cites Face recognition us- ing kernel ridge regression.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Face recognition us- ing kernel ridge regression

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.202596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bbe75999-7fca-4d6d-8a7f-ece49576b808 · outbound

This paper cites Feature mining for localised crowd counting.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Feature mining for localised crowd counting

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.199615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b7754e7b-54fe-41e2-85c9-2331acff2b36 · outbound

This paper cites Cumulative attribute space for age and crowd density estimation.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Cumulative attribute space for age and crowd density estimation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.193567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1553ccea-f3c2-4916-887c-1ca09905955c · outbound

This paper cites Count forest: Co-voting uncertain number of targets using random forest for crowd density estimation.

Locality-constrained Spatial Transformer Network for Video Crowd Counting Count forest: Co-voting uncertain number of targets using random forest for crowd density estimation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T20:16:22.196681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation ec12b5e0-ab16-4f15-a7fa-127e215d9f70 · inbound