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Paper Citation Record · LEDGER

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World

As of 24 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2412.19537.

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

pith.paper-citation-record.v1
2412.19537 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:20:05.605055Z

measured 63 of 63 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

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy51
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c89b4671-cacb-49dc-9833-850a51c3a089 · outbound

This paper cites Radar-based air-writing gesture recognition using a novel multistream cnn approach,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Radar-based air-writing gesture recognition using a novel multistream cnn approach,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.598351Z

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=2026-08-11T00:20:05.320043Z digest=sha256:15eb22da9ac5f7c3ab0befefc41577c9b5841c184ea00d0c2a69ba18fa975d95

Observation 211508bd-f200-41e8-9d46-ea4cff01590b · outbound

This paper cites Nntrak: A neural network approach towards calculating air-writing trajectories in real-time with a smartwatch,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Nntrak: A neural network approach towards calculating air-writing trajectories in real-time with a smartwatch,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.584905Z

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=2026-08-11T00:20:05.325853Z digest=sha256:dad709a40c65c9d74cb0fed94589494856ce889e6958063f0dd23de1c23ab395

Observation 99c5ddbd-12a5-4f5a-b71f-aebf84594a9c · outbound

This paper cites A unified cnn-rnn approach for in- air handwritten english word recognition,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A unified cnn-rnn approach for in- air handwritten english word recognition,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.570662Z

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=2026-08-11T00:20:05.330612Z digest=sha256:0180a374baf74dc8863e49ccc65a76589dda6765b3a6b7b294180c9c454b7a94

Observation 8c2bd5cc-9854-4c51-9f49-73cb7c291e83 · outbound

This paper cites Neuroair: Deep learning framework for airwriting recognition from scalp-recorded neural signals,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Neuroair: Deep learning framework for airwriting recognition from scalp-recorded neural signals,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.556604Z

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=2026-08-11T00:20:05.335961Z digest=sha256:653b2720ca8d272d020a45dca5649c2b3e09675013e8013165d35b5bfc85fd1c

Observation 33a65dc3-c58e-4e6f-b15f-79fa2681bd1a · outbound

This paper cites A wearable real-time character recognition system based on edge computing-enabled deep learning for air-writing,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A wearable real-time character recognition system based on edge computing-enabled deep learning for air-writing,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.542876Z

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=2026-08-11T00:20:05.340975Z digest=sha256:59f566de4a41ed7909cb18fbace4ffce932e62bf73e76759844a1dd53ca3e04a

Observation cc99ea50-7d65-4f9e-a0bd-451cc6844995 · outbound

This paper cites Language mod- els are few-shot learners,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Language mod- els are few-shot learners,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.345593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.345593Z digest=sha256:b9d172f38c2b498f456fd55f992918b287d363221a81eb7ceabf2e6bbd35226c

Observation 0388593c-00e9-4650-b8af-f12373fff08c · outbound

This paper cites GLM: General Language Model Pretraining with Autoregressive Blank Infilling.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World GLM: General Language Model Pretraining with Autoregressive Blank Infilling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.350923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.350923Z digest=sha256:a925dbd0e09ae1bd7fe4e056f05d01917a9362845b9bd0ad6dd8f90f13e115d6

Observation 4fecb572-14c5-4270-82c9-d2722ab5f1de · outbound

This paper cites A new writing experience: Finger writing in the air using a kinect sensor,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A new writing experience: Finger writing in the air using a kinect sensor,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.517961Z

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=2026-08-11T00:20:05.355881Z digest=sha256:d67947dadb3759fe66abb34842632e8c37ddf46ef1cabbda25e3d3907685c091

Observation cd4cce9e-98fb-464c-8156-903601322a3e · outbound

This paper cites Air-writing recognition—part i: Modeling and recognition of characters, words, and connecting motions,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Air-writing recognition—part i: Modeling and recognition of characters, words, and connecting motions,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.503385Z

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=2026-08-11T00:20:05.360454Z digest=sha256:6f33ae60e78a46523b9425599e75dbb292138d8e7cd55f7988c5c665e2b510e4

Observation b4c8958c-76b6-4002-b320-cc8dba49fbdc · outbound

This paper cites A pointing gesture based egocentric interaction system: Dataset, approach and application,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A pointing gesture based egocentric interaction system: Dataset, approach and application,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.488642Z

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=2026-08-11T00:20:05.364788Z digest=sha256:ac4f9a5ef4e110e515a4dab7585812e75d3bc560e0bbdbb2090044d7eb6b88ef

Observation 76dc3c23-09ab-418d-b9db-5e430956d201 · outbound

This paper cites Air-writing with sparse network of radars using spatio-temporal learning,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Air-writing with sparse network of radars using spatio-temporal learning,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.473332Z

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=2026-08-11T00:20:05.369249Z digest=sha256:45451ae2c64330ed638fea872556a8e803e6078050afa693d7db1ff3ef191c99

Observation 0d6eebb7-5efd-46f3-b5a5-527473ec6ecc · outbound

This paper cites Recognition of in-air handwritten chinese character based on leap motion controller,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Recognition of in-air handwritten chinese character based on leap motion controller,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.458705Z

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=2026-08-11T00:20:05.373826Z digest=sha256:7b8042d883fdb5ac068576cb678e65da097201d361d8af2be2edf155a627097d

Observation 033a6680-4008-4e87-b883-b183aee6f8c3 · outbound

This paper cites Data augmentation and direc- tional feature maps extraction for in-air handwritten chinese character recognition based on convolutional neural network,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Data augmentation and direc- tional feature maps extraction for in-air handwritten chinese character recognition based on convolutional neural network,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.443517Z

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=2026-08-11T00:20:05.378003Z digest=sha256:704676bc704a5572b04b97cd794964ab7890ad2fbf4c723298eaf6a94418345b

Observation 154be2bf-7e14-4768-9059-709e996e6366 · outbound

This paper cites In-air handwritten english word recognition using attention recurrent translator,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World In-air handwritten english word recognition using attention recurrent translator,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.429093Z

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=2026-08-11T00:20:05.382351Z digest=sha256:9c2e44a1e324642875d2eeaa7645702886be79c802a1c9ec4b863f8be1b60998

Observation 7866a329-9dd7-4244-94f3-bad0ae6302ab · outbound

This paper cites Compressing the cnn architecture for in-air handwritten chinese character recognition,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Compressing the cnn architecture for in-air handwritten chinese character recognition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.415422Z

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=2026-08-11T00:20:05.386714Z digest=sha256:fe2ad977d5ef30854d45ca44fb4ff1f1616a24fe6f41c6e89d8ad82b874cafb7

Observation 74826b9e-6752-46fb-94ea-0f4904884c3e · outbound

This paper cites Fin- gertip detection and tracking for recognition of air-writing in videos,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Fin- gertip detection and tracking for recognition of air-writing in videos,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.399993Z

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=2026-08-11T00:20:05.391002Z digest=sha256:1b5a6cfc670b4d2372de3d379f8f442ba34225bbb73feee179944fa7c3928629

Observation e13e1b49-181e-45a0-803e-334f6d17bc3c · outbound

This paper cites Writing in the air: Unconstrained text recognition from finger movement using spatio- temporal convolution,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Writing in the air: Unconstrained text recognition from finger movement using spatio- temporal convolution,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.386361Z

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=2026-08-11T00:20:05.395343Z digest=sha256:2d18fc94789a8b418932865b4857da902578daaaaea17494ecd7e13e590f91f6

Observation 56a7ddd6-c715-4d60-8e06-d29680e60e38 · outbound

This paper cites Word naming and psycholinguistic norms: Chinese,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Word naming and psycholinguistic norms: Chinese,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.371755Z

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=2026-08-11T00:20:05.400206Z digest=sha256:1b74214a83966f61ca011cc4789fed5a147748923e6bcfa48ff5629f4f366ad6

Observation a50c4088-b22e-477c-97b6-65ff4bf37c34 · outbound

This paper cites A novel vision- based finger-writing character recognition system,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A novel vision- based finger-writing character recognition system,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.357299Z

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=2026-08-11T00:20:05.404472Z digest=sha256:92a011cdbc10e8583ca0774b260ff89d4c7cab988285d85801f12f62d2df49da

Observation edbd20a9-6958-40d9-b99d-8b650dd85557 · outbound

This paper cites Vision-based handwriting recognition for unrestricted text input in mid-air,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Vision-based handwriting recognition for unrestricted text input in mid-air,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.342428Z

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=2026-08-11T00:20:05.409120Z digest=sha256:fe1ca6fafac85d447c6f02d9a97e9e947c1bd935460c9391ceb02b8bc95582f7

Observation 39661d9d-8a52-4047-9da8-ca780e701c38 · outbound

This paper cites Writing in the air with wifi signals for virtual reality devices,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Writing in the air with wifi signals for virtual reality devices,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.413646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.413646Z digest=sha256:077e71485b868d6eaeedea2a37debfed381a19be8f25961b260856fcb2156b7c

Observation 6a880bdf-0630-4d33-af4d-3cb2c1f8d16f · outbound

This paper cites Glove-talk: A neural network interface between a data-glove and a speech synthesizer,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Glove-talk: A neural network interface between a data-glove and a speech synthesizer,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.317384Z

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=2026-08-11T00:20:05.418013Z digest=sha256:bceac2c7410f3ce7ac3e7327620cd4acc5daf7e324a5d79c9c8839063b5c5292

Observation f5397203-c9b9-4dd7-ae13-e990820e7b38 · outbound

This paper cites Twostick: Writing with a game controller,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Twostick: Writing with a game controller,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.302388Z

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=2026-08-11T00:20:05.422557Z digest=sha256:a95a8b760103499036f3e14f82cea0560bf158ddd03e94547a7239b5c236d60c

Observation 4d8f36f8-6c58-47ee-906f-a57aca373c48 · outbound

This paper cites Airwriting recognition using wearable motion sensors,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Airwriting recognition using wearable motion sensors,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.286593Z

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=2026-08-11T00:20:05.427076Z digest=sha256:a1cf262f35e09ddcbc5bfcac815aeb595fed7b5cc9b76316d9d255bb36409239

Observation d1196c2a-9d16-4a60-a0fc-68fd568f1d6e · outbound

This paper cites an unresolved cited work.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:20:06.240700Z

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=2026-08-11T00:20:05.431662Z digest=sha256:d5f2e977b8fd00f9ff3b08d3e4a9ae7afc8f343beac635b78c61e8c39caac9bb

Observation a6bb4168-9c87-44ca-98d9-d0c2b5ffa5d2 · outbound

This paper cites Airwriting: a wearable handwrit- ing recognition system,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Airwriting: a wearable handwrit- ing recognition system,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.203447Z

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=2026-08-11T00:20:05.436071Z digest=sha256:b15aa5e50360b75ea2beaf65afbc37fefa343174b6073d87135368c2197816dc

Observation 291876ff-8755-40e1-95f0-37af493a1a06 · outbound

This paper cites Writing in the air with wifi signals for virtual reality devices,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Writing in the air with wifi signals for virtual reality devices,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.188814Z

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=2026-08-11T00:20:05.440734Z digest=sha256:e17ab24fa0838f62479f5da177685d0d31147ccb6f4705d7edbd133e2d445ad6

Observation 73e845da-3203-43ad-b75e-fde41341cbf1 · outbound

This paper cites Study of text segmentation and recognition using leap motion sensor,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Study of text segmentation and recognition using leap motion sensor,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.173477Z

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=2026-08-11T00:20:05.445509Z digest=sha256:501f2cc98705af4aa37fcf5b8d57252b27e40ab98cc14f69f397f69f0f970515

Observation 012e9d6f-3f10-456b-bd1b-25630102e4b7 · outbound

This paper cites In-air handwritten english word recognition using attention recurrent translator,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World In-air handwritten english word recognition using attention recurrent translator,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.158406Z

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=2026-08-11T00:20:05.450263Z digest=sha256:c0d6dd5a91c4cd2f0ee0f1fafc12e3096ca549a5ebd82349d618e4f2a0555779

Observation 54d0cb1a-f0cf-4386-a802-e39a9705fdad · outbound

This paper cites In-air handwritten chinese text recognition with temporal convolutional recurrent network,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World In-air handwritten chinese text recognition with temporal convolutional recurrent network,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.454726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.454726Z digest=sha256:be7c3817147729798c461bf6f9d56c376f3ce0dc036aec56fcd6196c690823c6

Observation f5d1ad28-5253-4067-90b2-c0d10c0cdcea · outbound

This paper cites Microsoft kinect sensor and its effect,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Microsoft kinect sensor and its effect,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.135018Z

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=2026-08-11T00:20:05.459283Z digest=sha256:ebabe4dcfab3a29a3a445b455d6b03a5d9031b317ba2d4c8fe8d32679185adef

Observation 3307999e-51ed-44fb-b88d-6f1fa7c608be · outbound

This paper cites Characters as graphs: Interpretable handwritten chinese character recognition via pyramid graph transformer,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Characters as graphs: Interpretable handwritten chinese character recognition via pyramid graph transformer,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.120920Z

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=2026-08-11T00:20:05.463760Z digest=sha256:83a871cbaab4feb0846d43a2ad6a86eefbec1721ea01d74e346be51e33b4af14

Observation fd923543-b187-439b-aa02-d7609c28ac4f · outbound

This paper cites In-air handwritten chinese text recognition with attention convolutional recurrent network,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World In-air handwritten chinese text recognition with attention convolutional recurrent network,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.107580Z

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=2026-08-11T00:20:05.468142Z digest=sha256:eee9766e6bc16184db317ba766394ceb8c10846df554d6e51096fb9bb1c7e8e1

Observation e0cd4073-7cce-4cf8-8541-2863a4e5da41 · outbound

This paper cites Casia online and offline chinese handwriting databases,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Casia online and offline chinese handwriting databases,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.093173Z

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=2026-08-11T00:20:05.472528Z digest=sha256:d717b19b6f00d59ea346206ad325b7a44fb19e41b070e8b923091e5b2bb786bc

Observation 4f5636e5-b46d-4141-92b9-7be12499bab7 · outbound

This paper cites An end-to-end air writing recognition method based on transformer,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World An end-to-end air writing recognition method based on transformer,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.077882Z

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=2026-08-11T00:20:05.476954Z digest=sha256:222aaea0ba21de2ac05a06ce82171be8d45fe80adc4d35032753f35d73bd1b84

Observation 08442d71-6f36-40cf-bf6f-ad096cdc0ee5 · outbound

This paper cites 3d fingertip and palm tracking in depth image sequences,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World 3d fingertip and palm tracking in depth image sequences,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.063551Z

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=2026-08-11T00:20:05.481717Z digest=sha256:62d72bfd66334afc462639ce1634e8104c507698632ef296611524ae399ca39c

Observation 328044cf-3632-445f-b63a-fa6656309c25 · outbound

This paper cites Multi-touchless: Real-time fingertip de- tection and tracking using geodesic maxima,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Multi-touchless: Real-time fingertip de- tection and tracking using geodesic maxima,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.048202Z

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=2026-08-11T00:20:05.486272Z digest=sha256:8e9a2172454171ad28846d5658966319b74297d606b3e829fbc4bd8d58343264

Observation f59eb675-60a7-4374-accb-49b7844934e4 · outbound

This paper cites Model-based 3d hand pose estimation from monocular video,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Model-based 3d hand pose estimation from monocular video,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.033701Z

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=2026-08-11T00:20:05.490570Z digest=sha256:4ba4c88d478b31042d9d765051864e737452c3a822d0c4376239b031f8a32dd4

Observation 7e2fcc5e-966d-46c1-8837-6ef37bd2329d · outbound

This paper cites Spatio- temporal hough forest for efficient detection–localisation–recognition of fingerwriting in egocentric camera,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Spatio- temporal hough forest for efficient detection–localisation–recognition of fingerwriting in egocentric camera,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.019560Z

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=2026-08-11T00:20:05.494695Z digest=sha256:46858d201d3e9d36d76525c88098c1a90ce0ac541cddc0c972f61e3ee2364583

Observation 06f14982-e0bd-4a83-b20d-01a097eb4ea1 · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World MediaPipe: A Framework for Building Perception Pipelines

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.498957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.498957Z digest=sha256:19e7bd37f733bbec32983c7213e0ade6250d7942af7cb023914ac16a45cfd997

Observation bd69fca2-27f7-496c-887e-0cba25642a48 · outbound

This paper cites MediaPipe Hands: On-device Real-time Hand Tracking.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World MediaPipe Hands: On-device Real-time Hand Tracking

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.503761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.503761Z digest=sha256:803042c327ef71b6bf3279cb8ddb568f275a6414c85b3eb04273f39f8b86014b

Observation db7235f2-d86b-402e-99e0-ef11117f4161 · outbound

This paper cites Dynamic attention guided multi-trajectory analysis for single object tracking,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Dynamic attention guided multi-trajectory analysis for single object tracking,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:06.003904Z

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=2026-08-11T00:20:05.508609Z digest=sha256:cd8e81e5a1cb0fa8e4dcb093ed6a3499f7eec44cce2bbdcb89bc2a0fedff92fd

Observation 060f9ddc-91c9-447e-9b10-7866add585a1 · outbound

This paper cites DFAT: dynamic feature- adaptive tracking,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World DFAT: dynamic feature- adaptive tracking,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.987416Z

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=2026-08-11T00:20:05.513026Z digest=sha256:61d08be67216972970ea47c0b9b3807ecfbd08f4a0ce446765d3fb729552964f

Observation 9cdd8615-e4b8-4ac3-9edf-a343747c33e2 · outbound

This paper cites Siamon: Siamese occlusion-aware network for visual tracking,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Siamon: Siamese occlusion-aware network for visual tracking,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.971865Z

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=2026-08-11T00:20:05.517631Z digest=sha256:73eab573cf5b14e3c2de5597b196b8cf3bd13a2e5a1628d027aaf82297c7677b

Observation e30964cb-e264-468a-9ce5-618748716718 · outbound

This paper cites Siamese-based twin attention network for visual tracking,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Siamese-based twin attention network for visual tracking,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.956826Z

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=2026-08-11T00:20:05.521870Z digest=sha256:fbece3953238df4a1c8aaedd504b2a685b2ea2a96f746b36a25c155490c03beb

Observation 9b482c89-5108-40e2-bcf6-70cd31544380 · outbound

This paper cites Switch and refine: A long-term tracking and segmentation framework,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Switch and refine: A long-term tracking and segmentation framework,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.942246Z

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=2026-08-11T00:20:05.526140Z digest=sha256:00f24d1a7f5cbf5feaaf8c7519e64e9bdfac208fb9db51beabac8ebbe44483fe

Observation 93ecbe3b-1052-48d0-87e9-951e3f8a45b2 · outbound

This paper cites Icdar 2013 chinese handwriting recognition competition,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Icdar 2013 chinese handwriting recognition competition,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.927026Z

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=2026-08-11T00:20:05.530406Z digest=sha256:8fa27fea67f50b8c25eede4b2896398f750612db43a9238145a28a3312ce5ca4

Observation 75dcaaa9-cb8a-44af-9773-560004de514a · outbound

This paper cites Deep residual learning for image recognition,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Deep residual learning for image recognition,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.534576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.534576Z digest=sha256:4ff54aa2354b050f5b5dc0d3d68380fc8dcfacdd20c14de268ff09e130834167

Observation ff1d091f-8ce4-43ce-bceb-560bca3e6636 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Batch normalization: Accelerating deep network training by reducing internal covariate shift,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.902589Z

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=2026-08-11T00:20:05.538569Z digest=sha256:dc6a22866da2cb20dc31dc921f3eee3ed9f497136dba6df2342d1f898d1bdc01

Observation 8b130a5a-030f-4bde-bf1b-b6a4b118e712 · outbound

This paper cites Dropout: a simple way to prevent neural networks from overfit- ting,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Dropout: a simple way to prevent neural networks from overfit- ting,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.887293Z

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=2026-08-11T00:20:05.542797Z digest=sha256:7ffbdd98a1912bdf6a3a93aea663373bca7d072437ac8571d187944e2205ea42

Observation 09a1df56-9c7a-4b57-bd43-c1d8f66f0ce7 · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.872467Z

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=2026-08-11T00:20:05.547055Z digest=sha256:1ea3924c56df7b6a6513f1d54734cfb2d1f1cca957d5b782c23243ed472f1486

Observation 940b2280-664c-42fe-a54d-0ed96fbe21aa · outbound

This paper cites Graph attention networks,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Graph attention networks,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.857585Z

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=2026-08-11T00:20:05.551624Z digest=sha256:bc885fc5c53fc01c3c1b30c6ef0083be833c85fdbfb152ecdf659e5cf4c8089f

Observation 6aada1b6-e07a-470b-9d3c-75a794bd97a6 · outbound

This paper cites Pytorch: Tensors and dynamic neural networks in python with strong gpu acceleration,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Pytorch: Tensors and dynamic neural networks in python with strong gpu acceleration,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.843400Z

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=2026-08-11T00:20:05.555799Z digest=sha256:cf5bc985ac51c4ed5075e9b70c248a982eb06a777654804cbbb96f30512092d5

Observation 9381d58e-3ea2-4dc3-89a4-37a4b076679a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Adam: A Method for Stochastic Optimization

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.560112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.560112Z digest=sha256:3444462d1930d516c77e29dbb2f724b357f8794948863a2f82e54f41d3cf90e9

Observation 5a5aa358-309c-45e2-8a4d-e66b16840637 · outbound

This paper cites The kinetics human action video dataset,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World The kinetics human action video dataset,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.827906Z

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=2026-08-11T00:20:05.564623Z digest=sha256:6c3f68b171d5ea940b27efbf4f7220a7140e7fa7b0ea3b7adcab804ea14f82c0

Observation dcd82eee-5e56-4ecd-9f53-4aa469044257 · outbound

This paper cites Deep lstm networks for online chinese handwriting recognition,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Deep lstm networks for online chinese handwriting recognition,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.811271Z

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=2026-08-11T00:20:05.573297Z digest=sha256:a4efa8d23bc1d631f08f54bc2e30e4ee15c957f7148c2611525c693e624bafcd

Observation 3392ccdb-788d-4719-b664-5798cfba83e7 · outbound

This paper cites A new perspective: Recognizing online handwritten chinese characters via 1-dimensional cnn,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World A new perspective: Recognizing online handwritten chinese characters via 1-dimensional cnn,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.796230Z

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=2026-08-11T00:20:05.577419Z digest=sha256:7f0da70542ff2e17910bef425dabb59f956aa105acdc45f89fbc87dc90c1e4fe

Observation 07631588-7e16-41c1-a8a0-5382edc7e281 · outbound

This paper cites Attention Is All You Need.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Attention Is All You Need

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.581654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.581654Z digest=sha256:2b74b8ab87638667f84663e5ff5a680882de7ea77357984a14a6888a22cfd84c

Observation a666e8e8-209a-49e2-b1de-9f6724a3b309 · outbound

This paper cites Connection- ist temporal classification: labelling unsegmented sequence data with recurrent neural networks,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Connection- ist temporal classification: labelling unsegmented sequence data with recurrent neural networks,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.780785Z

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=2026-08-11T00:20:05.586619Z digest=sha256:ad568bddc8b51da66929af05b4a413be84f76255140ecb6bd0b78558aaaa98b2

Observation 12b88e64-8644-48ee-9995-ec5e16272de1 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Semi-Supervised Classification with Graph Convolutional Networks

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.591096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.591096Z digest=sha256:b76c940c20e7cd5abcd7e014f9342960abee96e0fbf740f846ecb690eae18cb0

Observation d4dd6dfc-20e8-40d5-ae1e-b8386e6aeef2 · outbound

This paper cites Drawing and recognizing chinese characters with recurrent neural network,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Drawing and recognizing chinese characters with recurrent neural network,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.765755Z

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=2026-08-11T00:20:05.596108Z digest=sha256:5b569f719f6c68da71fbf9d3bb377beec73d591bcc6118216e97f710cc696e30

Observation 83d50180-2dc2-4ffa-9776-628cc67b8461 · outbound

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

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T00:20:05.600703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:20:05.600703Z digest=sha256:e0af6e8375a0f0137b84335883d9dea275da2ee465771ce37e1cd2a1d818f610

Observation 8855e9bf-656e-4716-afb1-5299c9ce9ea2 · outbound

This paper cites Neural machine translation by jointly learning to align and translate,.

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Neural machine translation by jointly learning to align and translate,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:20:05.750124Z

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=2026-08-11T00:20:05.605055Z digest=sha256:46d467d6fc2f14f260b8c50bdcd5df7e372a9fbf1e37463dbd44282506548767

Pith citing papers

No inbound Pith citation observations are available.