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Paper Citation Record · LEDGER

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

As of 23 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2501.09817.

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

pith.paper-citation-record.v1
2501.09817 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:43:41.696218Z

measured 32 of 32 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

32 of 32 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f6822fc-a614-4127-afe2-beb58e1c7fe0 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 1

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unresolved
no resolver link, observed 2026-08-10T19:43:41.047042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:43:41.047042Z digest=sha256:0ec9c8518f14de9c0f80d70d9668d73912df9315cc000870e654b96e4e038666

Observation 23b11497-43f1-47f9-99cd-5e46df0786b1 · outbound

This paper cites The magic passport.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer The magic passport

Reference 2

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raw_fallback, observed 2026-08-10T19:43:43.304340Z

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 f6ec8e66-17c8-4444-8126-6d205dfcc2e8 · outbound

This paper cites De- coupling texture blending and shape warping in face mor- phing.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer De- coupling texture blending and shape warping in face mor- phing

Reference 3

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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 8eb92b0a-6d3c-44d3-8e2b-1dc67d94c290 · outbound

This paper cites Face morphing detection in the presence of printing/scanning and heterogeneous image sources.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Face morphing detection in the presence of printing/scanning and heterogeneous image sources

Reference 4

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verified exact
local_arxiv, observed 2026-08-10T19:43:41.742856Z

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 165279f1-1271-426c-b8ed-b1090412003c · outbound

This paper cites Machine readable passports – part 9 – deployment of biometric identification and electronic storage of data in eMRTDs, 2021.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Machine readable passports – part 9 – deployment of biometric identification and electronic storage of data in eMRTDs, 2021

Reference 5

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raw_fallback, observed 2026-08-10T19:43:43.281500Z

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=2026-08-10T19:43:41.066997Z digest=sha256:032ea7721815160cab0675d379a464465180ad3585194a921a1693162f1a2aa3

Observation 1d79e5d1-7cf6-4da1-a58c-8d31b7b6b34b · outbound

This paper cites ISO/IEC CD 20059.2 Methodologies to evaluate the resistance of biometric recog- nition systems to morphing attacks.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer ISO/IEC CD 20059.2 Methodologies to evaluate the resistance of biometric recog- nition systems to morphing attacks

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:43.268194Z

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=2026-08-10T19:43:41.072077Z digest=sha256:b6b78cc9bc7ce8f091359eab2b41de5e2a01c4970b1eafb95fc18bf6c07222c2

Observation 01dbe7a2-471f-49ca-8736-8f00375ac4bd · outbound

This paper cites Handbook of face recognition.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Handbook of face recognition

Reference 7

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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=2026-08-10T19:43:41.076504Z digest=sha256:2e1b95b0639fe491e16e0cc3d0f652c144d2cc5bdf5e2fce007c51a26e2e5f41

Observation e2104c4e-b079-4d4e-93a9-2017a1eea3d1 · outbound

This paper cites Face Analysis Technology Evaluation (F ATE) Part 4: MORPH - Performance of Automated Face Morph Detec- tion: Morph-performance of automated face morph detec- tion.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Face Analysis Technology Evaluation (F ATE) Part 4: MORPH - Performance of Automated Face Morph Detec- tion: Morph-performance of automated face morph detec- tion

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:43.081311Z

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=2026-08-10T19:43:41.080697Z digest=sha256:dfb66c2208a4fc5bf5f74705e5d185e314bd90f54ea74f5fe15976c70dcd04ca

Observation bb80e9fb-84b9-4dbb-b37b-0d5e4c436c6d · outbound

This paper cites an unresolved cited work.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Unresolved cited work

Reference 9

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unresolved
raw_fallback, observed 2026-08-10T19:43:43.070178Z

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=2026-08-10T19:43:41.085085Z digest=sha256:ee9a9aeacb6121e90bae8d46829b896c0e83417ca98fabe17a730ef3a0a05e41

Observation 18507d5a-df82-4451-afa9-5b1df824af2d · outbound

This paper cites Morphing attack detection-database, eval- uation platform, and benchmarking.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Morphing attack detection-database, eval- uation platform, and benchmarking

Reference 10

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raw_fallback, observed 2026-08-10T19:43:43.060607Z

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=2026-08-10T19:43:41.088702Z digest=sha256:e57fe41ba5362e3e5a3cae15aeb9d05b22795e3b57c9bf1dc8d31be35eb3e22e

Observation cbf57da3-0ed4-42ae-a5d7-5e67904bbb4d · outbound

This paper cites Mor- phing attack detection-database, evaluation platform, and benchmarking.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Mor- phing attack detection-database, evaluation platform, and benchmarking

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:43.048802Z

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=2026-08-10T19:43:41.110312Z digest=sha256:afa2b7fd3bc42e5063ad1dd9a75619b8c823b573652f388b3cb6cc495cb72e96

Observation d2209af0-9e29-4103-946f-55512440dcf1 · outbound

This paper cites Towards generalized morphing attack detection by learning residuals.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Towards generalized morphing attack detection by learning residuals

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:43:43.035826Z

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=2026-08-10T19:43:41.163427Z digest=sha256:bd5ce0b99dab3df113e7afee8a6d9397fffb986aee7b97160c16634b7c89a313

Observation c162d0c4-11b0-462c-91f2-27b82b8c8262 · outbound

This paper cites Multimodality for reliable single image based face morphing attack detec- tion.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Multimodality for reliable single image based face morphing attack detec- tion

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:43.018151Z

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=2026-08-10T19:43:41.214542Z digest=sha256:7a0b68ac902dc63ed617ab4910697fa4db17a7f3048ff7840c2fe1063ebe02c3

Observation 801a4060-1e1e-44fd-bc9c-c1f981cb9fc3 · outbound

This paper cites Face morphing versus face averaging: Vulnerability and detection.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Face morphing versus face averaging: Vulnerability and detection

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.883176Z

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=2026-08-10T19:43:41.271850Z digest=sha256:b7079f2458c4a23c36821882b1c33ab41a429f01a933dca74500291ded976d86

Observation bec7b558-9f56-4764-836a-bbf6db4e544f · outbound

This paper cites Raja, Sushma Venkatesh, and Christoph Busch.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Raja, Sushma Venkatesh, and Christoph Busch

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.870750Z

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=2026-08-10T19:43:41.335460Z digest=sha256:89b273c2bcfec94b10c0760818e272493c7fe07be6dfab664c400d1b2d7644e5

Observation 501d6135-af4d-48c8-b8c2-b13a442e6887 · outbound

This paper cites Towards making morphing attack de- tection robust using hybrid scale-space colour texture fea- tures.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Towards making morphing attack de- tection robust using hybrid scale-space colour texture fea- tures

Reference 16

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raw_fallback, observed 2026-08-10T19:43:42.859701Z

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=2026-08-10T19:43:41.388385Z digest=sha256:d53ae533ca79ddc749c9e3a353e63f72389f3fa021c6fac0d6bde197c26f60f9

Observation 77c4bbec-fd8e-460a-8c6e-3d18ddf6236d · outbound

This paper cites Detecting face morphing attacks with collaborative representation of steerable features.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Detecting face morphing attacks with collaborative representation of steerable features

Reference 17

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raw_fallback, observed 2026-08-10T19:43:42.780964Z

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=2026-08-10T19:43:41.485284Z digest=sha256:e014320c6c1ff8bcd09311e21efc359f15bb48cbcac797782facfed67223f8d3

Observation 095ee301-8932-463a-8c2c-2c431ceb9eac · outbound

This paper cites Detecting face morphing attacks with collaborative representation of steerable features.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Detecting face morphing attacks with collaborative representation of steerable features

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.588039Z

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=2026-08-10T19:43:41.590283Z digest=sha256:691b3fdcd673e14e975ecebebc3491014b27385a1a731a2abdfb976863d4f4e8

Observation e6e7bca9-b70b-46a4-b285-1ecd1ebd991c · outbound

This paper cites ImageNet-21K Pretraining for the Masses.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer ImageNet-21K Pretraining for the Masses

Reference 19

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unresolved
no resolver link, observed 2026-08-10T19:43:41.653379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:43:41.653379Z digest=sha256:6d2e4fff95e3f6d8b4e667a0e15b13ab21be32421e33eb9a57736a0b1068ae91

Observation 48e6d3cb-49f1-4b8a-9c59-4505f6736f9a · outbound

This paper cites Imagenet large scale visual recognition challenge.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Imagenet large scale visual recognition challenge

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.343524Z

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=2026-08-10T19:43:41.657268Z digest=sha256:ab6eaec9bacf319f47b251960a1e95f0c02dfcc1339bef84b06b1bbcf928d2bf

Observation 0e435697-b79a-47bb-a513-46f6b617e8ee · outbound

This paper cites Biometric systems under morphing attacks: Assessment of morphing techniques and vulnerability reporting.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Biometric systems under morphing attacks: Assessment of morphing techniques and vulnerability reporting

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.325167Z

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=2026-08-10T19:43:41.660765Z digest=sha256:79d93843e25c08548227eaf2b33ab6b74e103a0cbb628bff7518cf4a77490179

Observation 17aa5129-1ceb-428e-a8fa-7e72eb0fd7fd · outbound

This paper cites Morph deterction from single face image: A multi-algorithm fusion approach.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Morph deterction from single face image: A multi-algorithm fusion approach

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.312925Z

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=2026-08-10T19:43:41.664584Z digest=sha256:d4d76029369b339042cfbee0ca066bf647dc420487438c1bba8958f66923307f

Observation a9e23012-1dc8-48fa-81cb-3c60ac2c834e · outbound

This paper cites Style your face morph and improve your face morphing attack de- tector.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Style your face morph and improve your face morphing attack de- tector

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.301193Z

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=2026-08-10T19:43:41.668222Z digest=sha256:ccb583b1465bbdb73cab344412b3e7d7601ef3794a583c62f2e2c841f8f4a8a1

Observation 94ab83dd-ce63-4a36-814b-4cf49d75976f · outbound

This paper cites Visualizing data using t-sne.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Visualizing data using t-sne

Reference 24

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raw_fallback, observed 2026-08-10T19:43:42.290139Z

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=2026-08-10T19:43:41.671427Z digest=sha256:24023c384d2204854c51651079e4054ea574501cb9a482cff37d5caf552cefd7

Observation 2849bc84-101a-4e58-a688-eec299817225 · outbound

This paper cites Attention is all you need.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Attention is all you need

Reference 25

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unresolved
no resolver link, observed 2026-08-10T19:43:41.674630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:43:41.674630Z digest=sha256:8e56714f42f3dd0e77c8a8f38b357043bde185a2faa547e990084b84f365675d

Observation 20ac9eab-aa9e-46f7-bfd8-53c09fc0f5f5 · outbound

This paper cites Multilevel fusion of deep features for reliable single image based face morphing attack de- tection.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Multilevel fusion of deep features for reliable single image based face morphing attack de- tection

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.272330Z

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=2026-08-10T19:43:41.677691Z digest=sha256:847a2f2bac2314682a61d2c9f99c622a8827e1fd31d93041e5e0c3e455455e5b

Observation f936747a-98a5-4707-b20b-063a71cc2221 · outbound

This paper cites Single image face morphing attack detection using ensemble of features.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Single image face morphing attack detection using ensemble of features

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:42.100519Z

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=2026-08-10T19:43:41.681789Z digest=sha256:365d8a6c4b943f3e2938656577b0c5546ebb547f9aeb490d9a479a0e55315662

Observation d0784057-122b-403d-a972-9f633070238e · outbound

This paper cites Can gan generated morphs threaten face recognition systems equally as landmark based morphs? - vulnerability and detection.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Can gan generated morphs threaten face recognition systems equally as landmark based morphs? - vulnerability and detection

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:41.909530Z

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=2026-08-10T19:43:41.685188Z digest=sha256:153465dd9491c61fed30df9009f16cd71f96e1b6c2f3b490ab042021015369ae

Observation f621b437-5dc5-4ccd-99fe-749feb1de07a · outbound

This paper cites Face morphing attack generation and detection: A comprehensive survey.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Face morphing attack generation and detection: A comprehensive survey

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:41.792936Z

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=2026-08-10T19:43:41.689082Z digest=sha256:1fc2b1c32d1871020ecc62c45d6a2a02c1ac85b5cec476b3044569ec01947278

Observation 3c4b92b2-4daa-4963-baa7-c1c0e97e89f1 · outbound

This paper cites Mip- gan—generating strong and high quality morphing attacks using identity prior driven gan.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Mip- gan—generating strong and high quality morphing attacks using identity prior driven gan

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-10T19:43:41.777511Z

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=2026-08-10T19:43:41.692155Z digest=sha256:ae3b0746fba47b70d67de4812a54a88b402f74d5c1e2d80a508b94207bcfe404

Observation 23adfaca-d041-430e-9cf1-0acfd5c9f1b0 · outbound

This paper cites Joint face detection and alignment using multitask cascaded convolutional networks.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Joint face detection and alignment using multitask cascaded convolutional networks

Reference 31

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T19:43:41.766404Z

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=2026-08-10T19:43:41.696218Z digest=sha256:4d0928251868ab535b54e18cc648b676feb64e82828fc6121ee741e764e16f78

Observation 3fcab67a-05ad-4885-af15-8b583000240e · outbound

This paper cites an unresolved cited work.

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer Unresolved cited work

Reference 2019

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unresolved
raw_fallback, observed 2026-08-10T19:43:42.849039Z

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=2026-08-10T19:43:41.429539Z digest=sha256:f39a823c247789c96a91f65b278d243d1a9cf2b7aeb50d12118e0c56df04fa44

Pith citing papers

No inbound Pith citation observations are available.