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Paper Citation Record · LEDGER

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1909.01028.

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

pith.paper-citation-record.v1
1909.01028 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:32:33.287579Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

25 of 25 outbound references displayed

  • verified exact3
  • verified fuzzy12
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9a48ec0-356a-4a65-92bb-72474ccf0b7d · outbound

This paper cites Saxena, M.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Saxena, M

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.704406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5c708011-8286-448f-b174-929ac3c27555 · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.689904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 99c397af-5d9e-45aa-be41-f3f36ea095a1 · outbound

This paper cites Karsch, C.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Karsch, C

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.675051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.176725Z digest=sha256:3ecc24967ccd16f9a534fc0e914e2c8b0ea3ddddc03fac03876832e6bffadfe3

Observation c3ed2c31-0788-42ea-87f1-2df25eaf34c6 · outbound

This paper cites Eigen, C.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Eigen, C

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.660312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.181966Z digest=sha256:015e1721a85ace8e2e963e7bbd9aee5e322ef2f05feba6b323d72797f7757f69

Observation bd09b72e-c60a-4101-a45b-b6b2c7bd102d · outbound

This paper cites Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:32:33.420712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.186753Z digest=sha256:21aefed2342dfee8e59cc80537cd8b34ec3bf723d15dc29811bef01fc489cf77

Observation 8b3fe3f4-6086-4be2-af57-507483e12b85 · outbound

This paper cites Laina, C.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Laina, C

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.645274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 51d0fd12-146c-4fd1-a75b-b94b99c44ddd · outbound

This paper cites Flynn, I.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Flynn, I

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.630327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.197992Z digest=sha256:24450bc138ea11d714ab1244159437efd7bd0be57a4199cb7872d3607507ea71

Observation 635087f5-40b7-4efb-9a1e-dcd6cad16aad · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.615685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.203088Z digest=sha256:64cbb071150def50753297b1ada1ccecc4a78e7337a957fe09aa9aebe051f0c6

Observation be1f62a0-65a0-44bb-86a8-2897e8135361 · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.600698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.209014Z digest=sha256:e9498ceb5f7487cfd77927239869bfb58d20a614e92381ad6bfefee7fb70910a

Observation cb76574e-e6ea-49a0-9a7f-ec89876fe8ec · outbound

This paper cites Godard, O.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Godard, O

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.585379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.213704Z digest=sha256:85d78d0d6193e5abd2d8fe76e0f68cc9aa7190ba215deafd5e1cc52b2e300450

Observation ce465e00-7f36-4d29-a181-9ff2cffe090c · outbound

This paper cites Ranftl, V.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Ranftl, V

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.570988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.219153Z digest=sha256:5c8ea2dd45b769887ec9c52c782f78b14287bab84967beb669565ed3361fface

Observation 64ed80e2-0b39-4da4-aa82-f0daba568cf5 · outbound

This paper cites Kendall, M.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Kendall, M

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.555409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.224564Z digest=sha256:a492cfaf7db354163690b4cf2137675e56b50ed1eec79c471021e170899198a6

Observation 4ca5f9e5-8df9-496d-b696-295ecd6c9558 · outbound

This paper cites Karsch, C.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Karsch, C

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.540506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.229830Z digest=sha256:04458cb4232de36f7527d0b84dfe39186f3dc4d19d28a79321670b7d2357c1b6

Observation d896c8ec-3a16-462f-9c15-57b51bd39ea4 · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.524374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.234863Z digest=sha256:0b56a5649168031cbe0fb3999522fd0c0d5abb0a9c8994f4bb91e576678cbe91

Observation 0fb98230-b6c4-47c4-8c7a-476e55a90e4e · outbound

This paper cites GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:32:33.399183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.239919Z digest=sha256:e62b46a9da74f40b4de8a5adaa14fc9580d04731d69e3fe04974219aa8763fd5

Observation 3e1651b8-0d7a-4bc3-ac99-1d4b05162d0a · outbound

This paper cites Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-14T05:32:33.377127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.245068Z digest=sha256:f0c667c66732e29ffc7c1a8fa52f22057baef91a9dd87c4083703d1c5ed83ab0

Observation 01e4f3bf-51cd-4db7-9eba-2102b934cd6e · outbound

This paper cites Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T05:32:33.250024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:32:33.250024Z digest=sha256:5824a89be1bb67bc5ca1f4d869e009a8dd578689642e295f15ab17491cec58e1

Observation 4be8c33f-d37d-4453-8569-7f64139f16be · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.507840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.255023Z digest=sha256:c0a28cb6359753b656f9a80a7890d0c1d87729771bfc4469860b7e3becffccb9

Observation 358d08c7-727a-419e-9529-05b5e678631f · outbound

This paper cites Mayer, E.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Mayer, E

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.493000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.259528Z digest=sha256:109a76cc24c2689269dd6a4e157e613bf9b7822a1456005f265a5135c455f980

Observation ab2d4b0a-a82a-4758-97b1-4ef7825ff646 · outbound

This paper cites Geiger, P.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Geiger, P

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.477811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.264054Z digest=sha256:b5a09e29d1045d4c4e8c51326d902041a574e90a27b68aa8d12c0234e9b0abd9

Observation c320c6bd-ed3b-4352-8fba-9d2340d18382 · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T05:32:33.462550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.268661Z digest=sha256:df30531fcdb9ec7923cc6ef65633c507825d8e3724f5e9dd1b673eb13d43090c

Observation c768e4f2-1a1f-4beb-a75e-6c6f953301ec · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-14T05:32:33.273049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:32:33.273049Z digest=sha256:93f41cb34936860de02e3b07f5b95eec58b7443268afc3ee173e993c2558c00a

Observation bae59020-82e8-45c1-894c-cb91bd86523d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Adam: A Method for Stochastic Optimization

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T05:32:33.277832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:32:33.277832Z digest=sha256:618b7cab1623a3c88e9b498e17d35762573b2e513ba099afce9c6426c5973328

Observation ddc81082-cba4-4089-8869-7f5f1a39b02d · outbound

This paper cites Cordts, M.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Cordts, M

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T05:32:33.447088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T05:32:33.282868Z digest=sha256:a79e5b8b028d9cdf652213f1129f04b176d569a640176d31bd3cef3248614fdd

Observation 6ab821e0-164a-459a-8099-e6d2888488d8 · outbound

This paper cites an unresolved cited work.

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-14T05:32:33.287579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T05:32:33.287579Z digest=sha256:0bcb29db41851da6d27964a9592c367d9175e278cb62c0045d6b3dadde9552de

Pith citing papers

No inbound Pith citation observations are available.