Pith. sign in

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=sha256:4fda9804b3299b120316bc1c0a755e5994969ff230ec9cad6c856991212ecabd

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:d37ddd8b9d3e28d30c3dc7770accb2a96465bddd5e004e6a8335bfc8490f5eaf

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:c291715d7844aa556d0ca595f63172614a62c4c519133042b8f978530ca6f3af

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=sha256:218242d740c37bd9cbbcea9e0f872554ab531544e2948a7513a3b7c7a52ffb42

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:b94c629b3eda6431204545f94054a3d86e8310511da9ef577b28e42c85ed473a

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=sha256:638c76fd31eba15f31e2327f5f35124632b138513fcde854ab757046e8b2d106

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=sha256:30727e82694213652ae520a5d8dffe5362b518fa6b8429558913292746b2735d

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:feaaa648efd44abb6e6b4794862fe725eb525d7393b93a2213e8706131eec38e

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:e2e0e361d2351bf2799755b0dcb347fdc0ec973c1442adda9a41745000a87e71

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=sha256:298d2631ac6a57e2c82817ce4e5a130bd674188bc2bd728a034c63b52d36bb03

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=sha256:36c2eb0f80a299809476d930f84819e5a76a1338f339ce8cfc5dee9473e6d936

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=sha256:21767335cfb9db40a458ff0f758dfe08b7d04976a0e71cd82d40e1dc0567d3d0

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=sha256:94ffdcf92f9b4b281323036d7f71ca5e873a77d72244d2c1bec68de24a3e7d43

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:f2be1500adb816921e117be6bf02e271d2317bc83d0e0a85bc641ccb222d60b1

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=sha256:0ca0fe4897aee787e4469d9a3e64b1a1be986aa97c8aaca297e3c7fb19a782f5

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=sha256:2da9de0a4e1fdfd4339c138b5db210a28ee3578eab3c3cf9a010d315d4380eaa

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=sha256:6f07710ca0bf06e3d3ad0e1d4b12d93427796553e88beac90fc886c95b18020e

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=sha256:4c9ffa023c16399896232e040818fa714e2bdef79381d42bfea30ac1f41d309f

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:f626bd539f624b879d41905f9fca40fa7ff3072947a3b558fade8076a2b66337

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=sha256:46fb92bd170eb117b0937d2cc3254c6440593d9b7f7a87d26035bb573b8625f2

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=sha256:115e7a05df6036a0899e91740341c6fff85e46d5ffe1bb4ec6c5f14467f5fb86

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:da74a6543161bc874bf8f1c0f01e743c52b67bc4e5b551071e7950603a0565e3

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=sha256:91bc6ed1f7e8473fda665699e00f39577d1db9468d5e3fc687def8df72faa99b

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:ddabd46fa685572117fcfa5e3bfdd9d45927f8582d2090710a0709243501fbc8

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:d1b90221e31572976fe380fc3081df2654b4b3a1e04376946d87bb2d96943f99

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=sha256:6b1087de0c5a97f09b78fa5e23aaf42a7604998944d520ace90f707ac8feb855

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=sha256:29755d3117e2b45176d6d82347f36b305a90585e8249a1878ed6d0f0ab114d96

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:f8c3892cdfa7d35b7d612b46834f427a58e59543dd9de691bf9168b6fab7fdd8

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=sha256:67ffa7d8414af597ebf5ade367852d2ca06a1dfde9f9c5aed1cb7bc437d096f6

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=sha256:0cf7fe4122fd951af829f158e4d4fd9a5060279ff50f5538a7df1aef29f6c82d

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=sha256:369fcda455812d9c43ff3454747aa564d3af8bf803fa56f85735b7d56eab4820

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=sha256:7f3bde0883ae4b1b9749bf20543faa6508f346d755395e44dd941d1b0bb8eee6

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=sha256:2ec528702a2e2b562f541202635aec08acdc9a6e27663289fc29f28ab82550a2

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=sha256:7952d7f57083912899df2215144062b6fe82d53ab25098bf517932122356bae0

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:bcaa1367fc7e575f0d16a83070d48f642d47494733e978b75f357dd7b4582c29

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=sha256:0b89e8637521f26b0fc8ee97efc7e613a9533c13fd85c7bcafe21c5b4fd28a98

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=sha256:40947e2ecf670afa208312973981d6bc4937ffac975f3087d024fd5cd8e65087

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=sha256:378c1e004c2695f55600a559830aa75b84c87f7e38dd1626eaa0b33e4a053fbf

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=sha256:98d893614c0ee8897c3b36bdd9c5ba09d8b4dea9bd67f191a80343f5a7979e24

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=sha256:200baad6ddbc5dc28b24b985f056fffe9adc425ddd0d2d81773c69de1fafd188

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=sha256:7de4c5e5448bee2421b7301e59a69f420455582432019490d2c996ce7daf2d1e

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=sha256:8aedc1cdef9f38c2602069d72827709f0a2ecbcfccbaf66a24130ce8d5cf7461

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=sha256:60a0aeeb196eab1923e0783090b17241edaba7e433cd8695acf8cc4c839936c1

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=sha256:197fceeaaffe6fbd1a8ccb76af7bb2299c30d1236014a68ece637db8763eeba3

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:d0dbf4848a691c93a00eb3d8d881ab3717d8e694c92858e2f655936c1f28df8b

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=sha256:070e8b7bc817c2b9b38d93e32ed821e9d3dd5de7b9d9915ccf6a985c31d4fc12

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=sha256:04c9e7132c155b4d505b0607fc7891425be578b8421158827ffe29dccd427167

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=sha256:50ed102232af5f8ae806cde575b372fb3bcd32ddd25ef2e93267d16a12222ee3

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=sha256:90051d6c8128f64418e0e0c400e217747768abb8312665c87d974fdba484898a

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:d257ff04b4c7eed54199997fed73a985f6098c0681a44120e02c876355f8190f

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=sha256:81b9029a092024d5b8986e062f93476d6074f92014e4f522e917aefbe16edae4

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=sha256:99118763caccc637bd3cb07397f71c3b96862040f696438593b2bca3b327de19

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=sha256:7aa057ad98456d5c7a74701b474678e71800e57bbe15cd7a83e2ef3703a0a070

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=sha256:711689c54df33a2dd36b9ff0adc60a03bc836e3c8b615b5008e5420797ef972d

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=sha256:45cc690723b9db295c0c5df89bbeee5608427d7c5bfa98b29337c2888ad1165d

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=sha256:38fe77efb448d0d720a6325ea9f57c72ba7d6d79cf0051ec15acb5cd0a5e9b9b

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=sha256:43ad92b3884d217e80582b24d3a0aa4bac69c1b94f695688dd16fee8ab7d8cf4

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=sha256:547148ca325c09b36266f0e4b54ec0aed952b1013a22b2e14cf37b2cc82f8397

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:ead7b1bb072c6dc2d0a198f275330c176565bf8117fd9ad60ccc5e5fe3b42604

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:dc14db4a1ad6060587b820cc50fcafeff3dd8262dea3a27edc00cc2934b3febb

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:dcd58aa02ab69f4ba142d1a3967a61141c6335831ff60e77a5392800eeba9bff

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=sha256:157f6279c8141dbd278da28a33ee42dfb21e54e5df0936b199f65c91e128cf06

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=sha256:58dfd617c9a82258b04c20149845677ab278d37c6a1354e35b3f71fe4e28fc3c

Pith citing papers

No inbound Pith citation observations are available.