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Paper Citation Record · LEDGER

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

As of 23 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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.176725Z digest=sha256:77297554bcdd57ce413282ed67496beaa9c20da517d4be8c537b8fb2e02ecfac

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.181966Z digest=sha256:a25f2c4853b9b5daa7e33d60ff0b3f9cde63994af99d0983966fb6333cb5fb9a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.186753Z digest=sha256:03554e5d5ee4394bab7ba78a201189acb711c0d844767b3a00ec919a2c3fd139

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.192355Z digest=sha256:a5c8a52dd8934ec9b9c6e8734dddaaa85af9eb54bd4b5489bf752a901e32ae15

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.197992Z digest=sha256:cfe3561697a2f2238c05e4e012e95e49bd0ed60996dde83ea801c4f39d7389b7

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.203088Z digest=sha256:f64d14def056c99807c5fc8ee321a55d2fe293d27d6492836e1f26cb0178d3cc

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 2026-08-23T06:30:58.430688+00:00.

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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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.213704Z digest=sha256:024bfac4187069d91c19cea9c042481da6ea3c8128a0e63a69d4a8ced0f9b855

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 2026-08-23T06:30:58.430688+00:00.

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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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.224564Z digest=sha256:653881fdc2fa4d815b0aa126c5b1000ccac464623d14b2b3362a51cc2c738a2f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.229830Z digest=sha256:cdc46bb242e3170c8ca14a779107d3ef4e03503cfbaf77e1212056704c4b8441

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.234863Z digest=sha256:3d5fc6f08e2f0d7b668da1129034d8ebdef35364fc9d1c4147ee2e73e2e68ed6

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.239919Z digest=sha256:bd64da0f73950afe22eaa8be1f4f78fcb978a4872515ccba08f7ca05bdfe206b

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.245068Z digest=sha256:2803066efe02256e250b23284522feb270625763ae12cb7dcb1c9a80dea7ef18

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.255023Z digest=sha256:f765d61e728abe5a75f4240387ee0a8bac5bde7b809f163b789ab086d5f80fb3

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.259528Z digest=sha256:8212323bac98562429aba1b9dff6e2ffc49e19a96e54035888e8588b5958e271

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.264054Z digest=sha256:1f849f17d427a55e9a62d29a5f125e7dfc032c61015f4ceeef539c207fb25d82

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.268661Z digest=sha256:9eee032d41eb785aa4ad7fca0a15573051b5187c971a6feeabd9fc20beb73c8f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-14T05:32:33.282868Z digest=sha256:55aa9af07670194393e34419605e28229becee0a55636d8dcc135d398e796273

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.