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Paper Citation Record · LEDGER

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation

As of 22 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 1 inbound Pith citation observation for arXiv:2511.18037.

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

pith.paper-citation-record.v1
2511.18037 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:54:01.246690Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:52:48.409171Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T12:16:16.734455Z

Reference resolution

78 of 78 outbound references displayed

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External citation measurements

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Outbound references

Observation ae7c751c-ae6c-4dc7-8f32-55a893de52b6 · outbound

This paper cites Vista 2.0: An open, data-driven simulator for multimodal sensing and policy learning for autonomous vehicles.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Vista 2.0: An open, data-driven simulator for multimodal sensing and policy learning for autonomous vehicles

Reference 1

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source=pdf_text observed=2026-08-03T20:53:53.372804Z digest=sha256:0a5a93146d8fc3952c9b414010bde355d2ae5fccab1d93bbfb8c1858cf596482

Observation 11fff208-fbd6-4645-a146-7ffeb140cce5 · outbound

This paper cites A 240x180 120db 10mw 12us- latency sparse output vision sensor for mobile applications.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A 240x180 120db 10mw 12us- latency sparse output vision sensor for mobile applications

Reference 2

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source=pdf_text observed=2026-08-03T20:53:53.456762Z digest=sha256:ccb67f6413b4fca8d7c4ad1ba8312d9b365ab75e294a27791079ed3b748e68c4

Observation 6adaf496-f450-4e98-8602-52763cce001b · outbound

This paper cites Black-level offset: Characterization and correction.Journal of the Society for Information Display, 14(10):895–903, 2006.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Black-level offset: Characterization and correction.Journal of the Society for Information Display, 14(10):895–903, 2006

Reference 3

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source=pdf_text observed=2026-08-03T20:53:53.585573Z digest=sha256:2c50d83c50bab10acb3a791f85ca4acd2f2630d5565402368e96f1dc3804c199

Observation c8e04602-b584-460e-9206-62bb1309a280 · outbound

This paper cites A 240×180 130 db 3µs latency global shutter spatiotemporal vision sensor.IEEE Journal of Solid-State Circuits, 49(10):2333–2341, 2014.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A 240×180 130 db 3µs latency global shutter spatiotemporal vision sensor.IEEE Journal of Solid-State Circuits, 49(10):2333–2341, 2014

Reference 4

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source=pdf_text observed=2026-08-03T20:53:53.658851Z digest=sha256:add423c8f813b08570bc2533420f56774a4d8440f0c171b2d0f249551a4b967d

Observation 18cc13c4-5f2d-44e5-9f50-b42b5d2d7574 · outbound

This paper cites Noise2image: noise-enabled static scene re- covery for event cameras.Optica, 12(1):46–55, 2025.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Noise2image: noise-enabled static scene re- covery for event cameras.Optica, 12(1):46–55, 2025

Reference 5

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Observation 7bdc8c9a-8b78-4ffa-8ae3-c0f191a855fe · outbound

This paper cites Physics-guided iso-dependent sensor noise modeling for extreme low-light photography.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Physics-guided iso-dependent sensor noise modeling for extreme low-light photography

Reference 6

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Observation 7e85aa1f-4b25-496e-b479-4bf94bc470ee · outbound

This paper cites Learn- ing camera-aware noise models.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Learn- ing camera-aware noise models

Reference 7

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Observation 59083270-a4f0-484a-82ff-1d6f23dc71b0 · outbound

This paper cites New exponential bounds and approximations for the computation of error probability in fading channels.IEEE Transactions on Wireless Communications, 2(4):840–845, 2003.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation New exponential bounds and approximations for the computation of error probability in fading channels.IEEE Transactions on Wireless Communications, 2(4):840–845, 2003

Reference 8

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Observation dfc1682e-5016-4e65-ab3e-be78fab44a9e · outbound

This paper cites an unresolved cited work.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Unresolved cited work

Reference 9

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Observation 967af8d6-6c63-448e-9e5b-8a8799e28c6e · outbound

This paper cites Event-based vision: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(1):154–180, 2020.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based vision: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(1):154–180, 2020

Reference 10

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Observation b1c4e66d-f6ba-4952-b312-b8ef5b4a1b80 · outbound

This paper cites Low-latency auto- motive vision with event cameras.Nature, 629(8014):1034– 1040, 2024.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Low-latency auto- motive vision with event cameras.Nature, 629(8014):1034– 1040, 2024

Reference 11

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source=pdf_text observed=2026-08-03T20:53:54.094418Z digest=sha256:f7c1204e4c5a2bbc99a7762425d173f68dcc17a87ec4b09ddf0341f599eca878

Observation 7ef1d094-4157-4461-b842-2671af5758ce · outbound

This paper cites Deep joint demosaicking and denoising.ACM Transactions on Graphics, 35(6):1–12, 2016.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Deep joint demosaicking and denoising.ACM Transactions on Graphics, 35(6):1–12, 2016

Reference 12

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source=pdf_text observed=2026-08-03T20:53:54.159662Z digest=sha256:35679bde1b7af6959350fcd126d2e89936b5ec1acc11bfab510f7e9565187675

Observation df0ca274-381c-430a-b5a4-f3d647124652 · outbound

This paper cites Unraveling the paradox of intensity-dependent DVS pixel noise.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Unraveling the paradox of intensity-dependent DVS pixel noise

Reference 13

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source=pdf_text observed=2026-08-03T20:53:54.207240Z digest=sha256:2b5933e757cb68008c53f1b1caabe57243d78d74edf092a4587f7cf3d26c642d

Observation a4a56122-67de-4215-a7aa-3953538ca35c · outbound

This paper cites Optimal biasing and physical limits of DVS event noise.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Optimal biasing and physical limits of DVS event noise

Reference 14

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source=pdf_text observed=2026-08-03T20:53:54.261777Z digest=sha256:b8f5524c613d0720d6651295cc2568dfff54abed5add5bbb0f8159c996815095

Observation 5c03b23f-4204-4f1c-ac2b-3a5172585efb · outbound

This paper cites Live demonstration: A 768×640 pixels 200meps dynamic vision sensor.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Live demonstration: A 768×640 pixels 200meps dynamic vision sensor

Reference 15

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Observation b23a4c85-6309-4e98-89cc-62ea823b8d90 · outbound

This paper cites A 3-wafer- stacked hybrid 15mpixel cis+ 1 mpixel evs with 4.6 gevent/s readout, in-pixel tdc and on-chip isp and esp function.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A 3-wafer- stacked hybrid 15mpixel cis+ 1 mpixel evs with 4.6 gevent/s readout, in-pixel tdc and on-chip isp and esp function

Reference 16

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Observation df62bb30-19b6-4127-801b-003c25191d57 · outbound

This paper cites Physical-based event camera simulator.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Physical-based event camera simulator

Reference 17

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source=pdf_text observed=2026-08-03T20:53:54.508044Z digest=sha256:4c91986389c6f329723ab5bc93437cd8053ec1f84cff3c9290730f9996d68912

Observation d57638d0-ec45-4e86-a8b4-97580f66e0d1 · outbound

This paper cites Array programming with numpy.Nature, 585(7825): 357–362, 2020.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Array programming with numpy.Nature, 585(7825): 357–362, 2020

Reference 18

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Observation 5c914f9c-12eb-4679-986e-2389bc44cec5 · outbound

This paper cites v2e: From video frames to realistic dvs events.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation v2e: From video frames to realistic dvs events

Reference 19

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Observation beeb52a8-e22b-4622-813e-5d425680f76d · outbound

This paper cites DA VIS 346 AER product specification and datasheet.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation DA VIS 346 AER product specification and datasheet

Reference 20

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Observation f0d9f3ff-bc89-4a7c-b588-190166a84eb7 · outbound

This paper cites An analytically tractable approximation for the gaussian q-function.IEEE Communications Letters, 12(9):669–671, 2008.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation An analytically tractable approximation for the gaussian q-function.IEEE Communications Letters, 12(9):669–671, 2008

Reference 21

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Observation bd3da2cb-8dee-4afd-871f-4c8000ab5903 · outbound

This paper cites ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator

Reference 22

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Observation 632780c1-f5c5-4bc0-b935-f2fb3aeebc16 · outbound

This paper cites Understanding noise and noise reduction in cmos imaging sensors.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Understanding noise and noise reduction in cmos imaging sensors

Reference 23

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source=pdf_text observed=2026-08-03T20:53:54.860905Z digest=sha256:6d4a861e1f51f9bf7ee1362b19a265d6a1e933c10ac4a3ef26c18c3b93c03862

Observation 3119e7b6-1112-4fe1-8761-34f2af45ad1c · outbound

This paper cites Some properties of the range in samples from tukey’s symmetric lambda distri- butions.Journal of the American Statistical Association, 66 (334):394–399, 1971.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Some properties of the range in samples from tukey’s symmetric lambda distri- butions.Journal of the American Statistical Association, 66 (334):394–399, 1971

Reference 24

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Observation 05dd3d05-b40c-4333-b91d-60679df27c45 · outbound

This paper cites An improved approximation for the gaussian q-function.IEEE Communications Letters, 11(8):644–646, 2007.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation An improved approximation for the gaussian q-function.IEEE Communications Letters, 11(8):644–646, 2007

Reference 25

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source=pdf_text observed=2026-08-03T20:53:55.069157Z digest=sha256:ed1f900398bf68ffca69377659d14362710f161516d25f9e35ac93392d754c04

Observation e0679f1c-c29e-40fa-9cc7-0680874fed9d · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Musiq: Multi-scale image quality transformer

Reference 26

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source=pdf_text observed=2026-08-03T20:53:55.173552Z digest=sha256:6e4b39739e61308d33fc112152289733d28de656778e7428b7c4c460bd36af0b

Observation 58333dc8-6e37-484f-bbf5-a9a5e7577a3c · outbound

This paper cites Event-based video frame interpolation with cross- modal asymmetric bidirectional motion fields.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based video frame interpolation with cross- modal asymmetric bidirectional motion fields

Reference 27

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source=pdf_text observed=2026-08-03T20:53:55.265466Z digest=sha256:96332bb38748a6a9ed698f8f4a624fb0b9a7e601a0e1f8d27d568ca12c62722f

Observation c63ef396-cf63-4e1c-b2d5-bed13a476712 · outbound

This paper cites 1.22µm 35.6 mpixel rgb hybrid event-based vision sensor with 4.88µm-pitch event pixels and up to 10k event frame rate by adaptive control on event sparsity.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation 1.22µm 35.6 mpixel rgb hybrid event-based vision sensor with 4.88µm-pitch event pixels and up to 10k event frame rate by adaptive control on event sparsity

Reference 28

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source=pdf_text observed=2026-08-03T20:53:55.363756Z digest=sha256:2a81072559fe746781d49177748d8dbd6f1da0bf430f796668581b9b6c6dc3c9

Observation 0e3aa867-cdb5-4242-9597-b1837e29d22c · outbound

This paper cites Modeling srgb camera noise with normal- izing flows.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Modeling srgb camera noise with normal- izing flows

Reference 29

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source=pdf_text observed=2026-08-03T20:53:55.521495Z digest=sha256:02b9af47ae7e607f96a01e9d062b5b127eff59df7f2ac014ab479cd71df58e68

Observation 548739a3-a562-4411-8119-a2408b2427af · outbound

This paper cites Local tone mapping using the k-means algorithm and automatic gamma setting.IEEE Transactions on Consumer Electron- ics, 57(1):209–217, 2011.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Local tone mapping using the k-means algorithm and automatic gamma setting.IEEE Transactions on Consumer Electron- ics, 57(1):209–217, 2011

Reference 30

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source=pdf_text observed=2026-08-03T20:53:55.663022Z digest=sha256:29facca6fa5bd9de1ffb9713a54abab60a913561b9b66afac650fd4175419d21

Observation ae5f6e32-4dfc-450c-9f51-97026e0bde23 · outbound

This paper cites Noise model- ing in one hour: Minimizing preparation efforts for self- supervised low-light raw image denoising.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Noise model- ing in one hour: Minimizing preparation efforts for self- supervised low-light raw image denoising

Reference 31

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source=pdf_text observed=2026-08-03T20:53:55.767447Z digest=sha256:5831941549fa9c520c19a7530eac55950a4b299a5599efb85e158ebbc817f3e7

Observation 0ec6df54-cdcc-4de2-a639-82371f7ca954 · outbound

This paper cites Image demosaic- ing: A systematic survey.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Image demosaic- ing: A systematic survey

Reference 32

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source=pdf_text observed=2026-08-03T20:53:55.882026Z digest=sha256:10c9da3b5b4f508e521c7c4baa4e16f7b7203aa47083518ba84daa51f9befcf2

Observation 02633352-02ef-49f1-acd3-6a8e074d0b62 · outbound

This paper cites A 128x128 120db 15 mu s latency asynchronous temporal con- trast vision sensor.IEEE Journal of Solid-state Circuits, 43 (2):566–576, 2008.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A 128x128 120db 15 mu s latency asynchronous temporal con- trast vision sensor.IEEE Journal of Solid-state Circuits, 43 (2):566–576, 2008

Reference 33

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source=pdf_text observed=2026-08-03T20:53:55.989955Z digest=sha256:9914041cf02b2e482335b3bbe3789e31a698672c59bd3dceab3baaea40a33f7b

Observation bc3bb895-cda2-483c-9eca-a994a7d42e2b · outbound

This paper cites Event-guided frame interpolation and dy- namic range expansion of single rolling shutter image.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-guided frame interpolation and dy- namic range expansion of single rolling shutter image

Reference 34

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source=pdf_text observed=2026-08-03T20:53:56.096380Z digest=sha256:e7cd2a63afaaebd9484cb5cd9bdd43f6cbadb72278f8fcac21508d06d5dfd262

Observation a7697e39-fb11-4598-a262-3fa577ad1fae · outbound

This paper cites Dvs- voltmeter: Stochastic process-based event simulator for dy- namic vision sensors.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Dvs- voltmeter: Stochastic process-based event simulator for dy- namic vision sensors

Reference 35

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source=pdf_text observed=2026-08-03T20:53:56.256473Z digest=sha256:d5e228d9c5470c5bbd0de3d473704ea6c8b681a6a4ffe10092d3fbc89f75aaea

Observation 3bdd5bb9-4593-4e24-a5da-cce90b7e3810 · outbound

This paper cites Hr-inr: Continuous space-time video super-resolution via event camera.arXiv:2405.13389, 2024.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Hr-inr: Continuous space-time video super-resolution via event camera.arXiv:2405.13389, 2024

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:56.384654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:56.384654Z digest=sha256:097e4547232ad496c2db7a54b8f2a090a1f9766d2f337eabcf0539d3d8ba41b4

Observation 8ac4ce96-1f72-41d7-b738-96d1bc62a1ba · outbound

This paper cites Event camera demosaicing via swin transformer and pixel-focus loss.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event camera demosaicing via swin transformer and pixel-focus loss

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:56.524451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:56.524451Z digest=sha256:27c597209bbeccb5693d9111d44e4c5f21897cf647391a88dae185051d89d01a

Observation 22a53b4e-4382-44b5-8b55-ffc48b1eb1ba · outbound

This paper cites Image de- noising in mixed poisson–gaussian noise.IEEE Transactions on Image Processing, 20(3):696–708, 2010.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Image de- noising in mixed poisson–gaussian noise.IEEE Transactions on Image Processing, 20(3):696–708, 2010

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:56.711122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:56.711122Z digest=sha256:3c952465b72bbf741ce93ff2b4dfef7cd7e8e552947f274b31c2d54bc7cd15c0

Observation b9c377dd-cfa7-4be8-ac12-a646b4e926aa · outbound

This paper cites Learning a no-reference quality metric for single-image super-resolution.Computer Vision and Image Understanding, 158:1–16, 2017.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Learning a no-reference quality metric for single-image super-resolution.Computer Vision and Image Understanding, 158:1–16, 2017

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:56.821041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:56.821041Z digest=sha256:18886f13daa092abf48b18b627148a098ba20ed9e09d99dc8992918318dea624

Observation d49ca71c-7274-40dc-aa6e-430549b55080 · outbound

This paper cites Timelens-xl: Real-time event-based video frame interpolation with large motion.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Timelens-xl: Real-time event-based video frame interpolation with large motion

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:56.927017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:56.927017Z digest=sha256:477fc2628ef5e61dec0c05b0dbf008fdde055a8d03ec4d892092cccdb0baa2be

Observation 71c80981-9918-4213-8875-e6ca3b9252ad · outbound

This paper cites Noise2noiseflow: Realistic camera noise modeling without clean images.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Noise2noiseflow: Realistic camera noise modeling without clean images

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.099049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.099049Z digest=sha256:0dd594b8a1b01428429fa84608d8a1965c35563ae527d83ef28f01369c54a239

Observation 808aaafa-fe3f-4b55-98d1-9d63a0251192 · outbound

This paper cites A silicon model of early visual processing.Neural Networks, 1(1):91–97, 1988.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A silicon model of early visual processing.Neural Networks, 1(1):91–97, 1988

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.278958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.278958Z digest=sha256:fd8068a07b7a0d5a58ea33ad5f4bb5e791e39371639fe2afaa410752eef53458

Observation a8646a6e-8d16-4eb7-9ab6-4214a7d52816 · outbound

This paper cites Mobile intelligent photography and imag- ing workshop 2024.https: //mipi - challenge.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mobile intelligent photography and imag- ing workshop 2024.https: //mipi - challenge

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.481838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.481838Z digest=sha256:73055e5926e5d6bb6154361c7e7b06474cff73e20c8ec0513be23d0590f3eb45

Observation 8fc39d3a-095f-4b1c-88c6-49f50b21958e · outbound

This paper cites Mobile intelligent photography and imag- ing workshop 2025.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mobile intelligent photography and imag- ing workshop 2025

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.710989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.710989Z digest=sha256:e8634a3dd0e96b05c5556c91f064ccf62ed4f41ec708a0116a592fbcaecd8e79

Observation 3b546886-1ab0-4c1a-97e4-659a4c6910da · outbound

This paper cites No-reference image quality assessment in the spa- tial domain.IEEE Transactions on Image Processing, 21 (12):4695–4708, 2012.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation No-reference image quality assessment in the spa- tial domain.IEEE Transactions on Image Processing, 21 (12):4695–4708, 2012

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.842103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.842103Z digest=sha256:0a71568a094dfd727137a56d1e61fd814498fb4d6f5365c722207bd60bcbe012

Observation 8f57f8e9-7166-4b94-93e3-2fd089ef0b40 · outbound

This paper cites Non-parametric sensor noise modeling and synthesis.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Non-parametric sensor noise modeling and synthesis

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:57.957151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:57.957151Z digest=sha256:40c09bdc706d1d6af738a08510e47b46d541595cb29a5c14337f88d96977b61a

Observation d3975dcd-c9cc-4e9e-80a1-d6cb0a2efe03 · outbound

This paper cites Temperature and parasitic photocurrent effects in dynamic vision sensors.IEEE Trans- actions on Electron Devices, 64(8):3239–3245, 2017.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Temperature and parasitic photocurrent effects in dynamic vision sensors.IEEE Trans- actions on Electron Devices, 64(8):3239–3245, 2017

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.081971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.081971Z digest=sha256:6b3f85f21ac95b5e44aeaa41f97f585c531e48f2c8cc5a52d58fb0c5a69f985e

Observation 56f59c8d-c419-43d1-b568-09fd083da5e1 · outbound

This paper cites Event-based sensor noise modeling for space-based space domain awareness.The Journal of the Astronautical Sci- ences, 72(5):46, 2025.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based sensor noise modeling for space-based space domain awareness.The Journal of the Astronautical Sci- ences, 72(5):46, 2025

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.187906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.187906Z digest=sha256:574ecc788d8dd673766c9bbf3db246a270113c9d90cc7ba9bb12659d374bb24b

Observation 7a636df2-53f4-41a9-85e2-1cfacab4fdf0 · outbound

This paper cites Event camera simula- tor design for modeling attention-based inference architec- tures.Journal of Real-Time Image Processing, 19(2):363– 374, 2022.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event camera simula- tor design for modeling attention-based inference architec- tures.Journal of Real-Time Image Processing, 19(2):363– 374, 2022

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.339338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.339338Z digest=sha256:35dfb3a06b1d62e4d72787cbcc0ddf71c4a8f5fbb1eceed3d3ce4e59755d45cf

Observation 97a33e70-186f-4a20-817e-5c1fa818b3e4 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in Neural Information Processing Systems, 32, 2019.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in Neural Information Processing Systems, 32, 2019

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.427908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.427908Z digest=sha256:d3a58d9314d66ceecaa3615357f42e773b6091a57da6d0c7caa25c6f75c30ef5

Observation 8cb25069-53de-4859-8483-e7ee9f889e37 · outbound

This paper cites A qvga 143 db dynamic range frame-free pwm image sensor with lossless pixel-level video compression and time-domain cds.IEEE Journal of Solid-State Circuits, 46(1):259–275,.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A qvga 143 db dynamic range frame-free pwm image sensor with lossless pixel-level video compression and time-domain cds.IEEE Journal of Solid-State Circuits, 46(1):259–275,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.579490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.579490Z digest=sha256:8347203464e2aca5975660109cab0e1feb95e461df948d34c18a9ce56d70099f

Observation 3fb7d55d-0961-4630-9ed0-cd7aa2c30f8b · outbound

This paper cites Esim: an open event camera simulator.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Esim: an open event camera simulator

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:58.756889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:58.756889Z digest=sha256:80cb18edd7779a71de5550d63874ed6f1989ba136670f9eac427977d0eab6c3f

Observation 2b245bf1-331b-426e-82d1-8a5ee1186b0b · outbound

This paper cites Simultaneous Motion And Noise Estimation with Event Cameras.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Simultaneous Motion And Noise Estimation with Event Cameras

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.010584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.010584Z digest=sha256:5b0b85357a6560cd0243a0136808904cb88d3d3ce72792b701d9f6810d8102c2

Observation 5dd410ca-32db-48c8-879c-8250ebeae2a0 · outbound

This paper cites John Wiley & Sons, 2011.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation John Wiley & Sons, 2011

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.079262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.079262Z digest=sha256:7bbbb764bcf9ecf330fe492961c75700f31ff3b266892c893f09144ff3055385

Observation ad3393ca-c3a2-49dc-9a8b-5515764ad874 · outbound

This paper cites Fixed pattern noise removal based on a semi-calibration method.IEEE Transactions on 10 Pattern Analysis and Machine Intelligence, 45(10):11842– 11855, 2023.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Fixed pattern noise removal based on a semi-calibration method.IEEE Transactions on 10 Pattern Analysis and Machine Intelligence, 45(10):11842– 11855, 2023

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.318601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.318601Z digest=sha256:65123ee7e97e3b63c0fe755fac858bb5e895f16f0d05683cb6ebf41a6e827b57

Observation 4c6ad9de-0bb1-4512-87df-b1964b1f9685 · outbound

This paper cites Event-based fusion for motion deblurring with cross- modal attention.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based fusion for motion deblurring with cross- modal attention

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.372991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.372991Z digest=sha256:756b5d762198d55ff1494a45214a6ad341d8292e96e076ec2cb550deef51b7fc

Observation 0550201e-4467-41f1-8981-57d2523eee3f · outbound

This paper cites Event-based frame interpolation with ad-hoc de- blurring.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based frame interpolation with ad-hoc de- blurring

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.556420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.556420Z digest=sha256:e67eea0568ac554a304656d8d430dec33f48054c5a63bc053d499135ed182068

Observation 6f97ef89-3726-4922-8f08-f35f6c2e5d70 · outbound

This paper cites Low-Light Image Enhancement using Event-Based Illumination Estimation.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Low-Light Image Enhancement using Event-Based Illumination Estimation

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.665955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.665955Z digest=sha256:0455e0960f50c86a0d891b716b8b95deb1dc47078aace5457e4c83f277e944a0

Observation f64ff6c4-e754-4d49-92b4-dfc02579b901 · outbound

This paper cites Motion aware event representation-driven image deblurring.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Motion aware event representation-driven image deblurring

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.842520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.842520Z digest=sha256:ccefccfeccaeacd7fc9438fe2ca2325b2a6e7e1b662e93d4367a5dd2d47c0714

Observation 984b6b05-a21f-4605-960e-75a3eb851164 · outbound

This paper cites Global minimax approximations and bounds for the gaussian q-function by sums of exponentials.IEEE Transactions on Communica- tions, 68(10):6514–6524, 2020.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Global minimax approximations and bounds for the gaussian q-function by sums of exponentials.IEEE Transactions on Communica- tions, 68(10):6514–6524, 2020

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-03T20:53:59.904732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:53:59.904732Z digest=sha256:3892f67d3f2a9573cee63c5cf131bcc98bf6f7b56d1e30e6e24582848d06ffd4

Observation f1804669-6730-42ca-9e09-a1dce269a0c9 · outbound

This paper cites Improved coefficients for the karagiannidis–lioumpas approximations and bounds to the gaussian q-function.IEEE Communications Letters, 25(5):1468–1471, 2021.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Improved coefficients for the karagiannidis–lioumpas approximations and bounds to the gaussian q-function.IEEE Communications Letters, 25(5):1468–1471, 2021

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.049301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.049301Z digest=sha256:e3360c4f2a6e2a3341c329dc3f3a4ebbe5560a906ab008907ce8dc159c28df3c

Observation 2d127562-539a-4e34-a7f2-1b7bfd1ac991 · outbound

This paper cites Event-based camera simulation using monte carlo path tracing with adaptive denoising.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based camera simulation using monte carlo path tracing with adaptive denoising

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.145311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.145311Z digest=sha256:4d180abcf345a794431611666635e5ec38f96d3f4e352d6c5db5687eb862a0b1

Observation 138420b5-a52c-461a-8f5c-e45c9383ba4f · outbound

This paper cites Time lens: Event-based video frame interpola- tion.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Time lens: Event-based video frame interpola- tion

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.204958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.204958Z digest=sha256:e1fa74619b90f84787de1cbd40d0a93e34b2ebe54a2b14380be9ffe9c8f2ff15

Observation 7a8b6766-b2c8-46dc-8104-abb1d95dc37e · outbound

This paper cites Time lens: Event-based video frame interpo- lation.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Time lens: Event-based video frame interpo- lation

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.273803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.273803Z digest=sha256:56afc838b4dfc8c22dbe28045b6d7f0750e3c2a09d5fd99dae77d2c88cffbb24

Observation 74f4f9b2-bf00-44f9-8751-00fbaa58f45c · outbound

This paper cites Time lens++: Event-based frame interpolation with paramet- ric non-linear flow and multi-scale fusion.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Time lens++: Event-based frame interpolation with paramet- ric non-linear flow and multi-scale fusion

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.332820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.332820Z digest=sha256:c1414c90be8803442c8bc46dc589edfc5a74595f24b8a809096fc31e06b5944d

Observation 94013de4-6200-4435-99bd-5a0210280729 · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Ex- ploring clip for assessing the look and feel of images

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.416132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.416132Z digest=sha256:6460a07e5cc40fd4966823a2795eb5195e6ce8b78d6b329cae846c5d558c569a

Observation 14c6fe9d-94d6-469a-a86b-06d0d43bcb13 · outbound

This paper cites A physics-based noise formation model for extreme low-light raw denoising.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A physics-based noise formation model for extreme low-light raw denoising

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.469987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.469987Z digest=sha256:f7c21ac917d06d76d28ed16396a6cb770096a04949fcc3256e0ebf97d3b48fee

Observation f711b1a9-0f79-4594-bf25-b78749524cd1 · outbound

This paper cites Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.539626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.539626Z digest=sha256:785062248e8084fae4205e26daecc92be8f89cd1a99e107357601111ece51d77

Observation 5b85d35f-9152-4d9f-b25e-efbc881f38ef · outbound

This paper cites Mipi 2025 challenge on deblurring for hybrid evs camera: Methods and results.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mipi 2025 challenge on deblurring for hybrid evs camera: Methods and results

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.604909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.604909Z digest=sha256:739e55726f74f2678a9f6f2b1cc176bd5bbc435cade32e1984b829fdc1fbf96b

Observation dda4bbff-05fe-48a3-9be6-4f3a530245a9 · outbound

This paper cites Vector sparse representation of color image using quaternion matrix analysis.IEEE Transactions on Image Processing, 24(4):1315–1329, 2015.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Vector sparse representation of color image using quaternion matrix analysis.IEEE Transactions on Image Processing, 24(4):1315–1329, 2015

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.671512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:54:00.671512Z digest=sha256:7d89e27dcab7dff1a4a8e71332a24b8f58b459e12b9eb22ce80d0988069bb71a

Observation f86ff68a-9259-4ca0-8f36-f8ae4ecda726 · outbound

This paper cites A vision chip with complementary pathways for open-world sensing.Nature, 629(8014):1027– 1033, 2024.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A vision chip with complementary pathways for open-world sensing.Nature, 629(8014):1027– 1033, 2024

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-03T20:54:00.745224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fa1b42c5-bf5c-4ff2-810e-e867b918ca2b · outbound

This paper cites Robotic tissue scanning with biophotonic probe.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Robotic tissue scanning with biophotonic probe

Reference 72

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no resolver link, observed 2026-08-03T20:54:00.813020Z

Source-reported events for the cited work

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Observation cf7f6a35-1b6b-4ceb-ab75-ddd5a09fdf57 · outbound

This paper cites Learning to super- resolve blurry images with events.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(08):10027– 10043, 2023.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Learning to super- resolve blurry images with events.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(08):10027– 10043, 2023

Reference 73

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no resolver link, observed 2026-08-03T20:54:00.859403Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:54:00.859403Z digest=sha256:abfd5c762292f1cc7a6230091f56ca5f7cc27c99c0b7a10c7f1bd5aa750d3d1f

Observation 3c81b741-26c5-4742-b296-7e85869d9789 · outbound

This paper cites Rgb-event isp: The dataset and benchmark.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Rgb-event isp: The dataset and benchmark

Reference 74

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no resolver link, observed 2026-08-03T20:54:00.914325Z

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source=pdf_text observed=2026-08-03T20:54:00.914325Z digest=sha256:f5df16ad3d8abdcfacb0faa220971f12aa02bc2a9a6d65d4f3a30261c1ad3948

Observation 00eca8e7-dd13-43e2-8680-d6889f25b1ad · outbound

This paper cites Rethinking noise synthesis and modeling in raw denois- ing.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Rethinking noise synthesis and modeling in raw denois- ing

Reference 75

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no resolver link, observed 2026-08-03T20:54:00.989518Z

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source=pdf_text observed=2026-08-03T20:54:00.989518Z digest=sha256:269e1bf705a969cb53544ec1179a5b1527784fc5665f34acc0d537f4e9db3438

Observation 9294b6e8-356e-4f36-ac2b-51f4d045ead4 · outbound

This paper cites V2ce: Video to continuous events simulator.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation V2ce: Video to continuous events simulator

Reference 76

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no resolver link, observed 2026-08-03T20:54:01.061846Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:54:01.061846Z digest=sha256:94e6a04d242d86412fa5dfb479d25a5843b9976b8699b1bcd9989c404ea7f440

Observation e865f192-e146-4734-bfa3-f03cdf2482cc · outbound

This paper cites Eventgan: Leveraging large scale image datasets for event cameras.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Eventgan: Leveraging large scale image datasets for event cameras

Reference 77

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no resolver link, observed 2026-08-03T20:54:01.177824Z

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source=pdf_text observed=2026-08-03T20:54:01.177824Z digest=sha256:80d4a7c6f38c677600766295d127570a03cec4c2439e881cbd8eab4a3dce89ef

Observation 72d23c90-0f92-4f78-840f-41f052ed5c1f · outbound

This paper cites Eventhdr: From event to high-speed hdr videos and beyond.IEEE Transactions on Pattern Analysis and Ma- chine Intelligence, 2024.

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Eventhdr: From event to high-speed hdr videos and beyond.IEEE Transactions on Pattern Analysis and Ma- chine Intelligence, 2024

Reference 78

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no resolver link, observed 2026-08-03T20:54:01.246690Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T20:54:01.246690Z digest=sha256:65114df24ab7485ce3508cadbf617f5a8b1662d7d9f8dd0ff65cf043055c8de7

Pith citing papers

Observation 3d7f92ed-ad42-4685-b484-c34cdd3ddad6 · inbound

Static in Frames, Dynamic in Events: Rethinking Features in Event Cameras as Motion Cues cites this paper.

Static in Frames, Dynamic in Events: Rethinking Features in Event Cameras as Motion Cues Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation

Reference 23

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verified exact
local_arxiv, observed 2026-08-12T10:53:39.266324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-12T10:52:48.409171Z digest=sha256:47f601af23f8f07b3962f08a7c18cbf2a34b5912ee0b8b002dc13263c40e4cc3