Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:54:01.246690Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2511.18037.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:54:01.246690Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
78 of 78 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ae7c751c-ae6c-4dc7-8f32-55a893de52b6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11fff208-fbd6-4645-a146-7ffeb140cce5 · outbound
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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Unavailable: canonical work link unavailable.
Observation 6adaf496-f450-4e98-8602-52763cce001b · outbound
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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Observation c8e04602-b584-460e-9206-62bb1309a280 · outbound
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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Observation 18cc13c4-5f2d-44e5-9f50-b42b5d2d7574 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bdc8c9a-8b78-4ffa-8ae3-c0f191a855fe · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Physics-guided iso-dependent sensor noise modeling for extreme low-light photography
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e85aa1f-4b25-496e-b479-4bf94bc470ee · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Learn- ing camera-aware noise models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59083270-a4f0-484a-82ff-1d6f23dc71b0 · outbound
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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Unavailable: canonical work link unavailable.
Observation dfc1682e-5016-4e65-ab3e-be78fab44a9e · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Unresolved cited work
Reference 9
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Observation 967af8d6-6c63-448e-9e5b-8a8799e28c6e · outbound
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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Unavailable: canonical work link unavailable.
Observation b1c4e66d-f6ba-4952-b312-b8ef5b4a1b80 · outbound
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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Observation 7ef1d094-4157-4461-b842-2671af5758ce · outbound
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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Unavailable: canonical work link unavailable.
Observation df0ca274-381c-430a-b5a4-f3d647124652 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Unraveling the paradox of intensity-dependent DVS pixel noise
Reference 13
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Unavailable: canonical work link unavailable.
Observation a4a56122-67de-4215-a7aa-3953538ca35c · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Optimal biasing and physical limits of DVS event noise
Reference 14
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Unavailable: canonical work link unavailable.
Observation 5c03b23f-4204-4f1c-ac2b-3a5172585efb · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Live demonstration: A 768×640 pixels 200meps dynamic vision sensor
Reference 15
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Unavailable: canonical work link unavailable.
Observation b23a4c85-6309-4e98-89cc-62ea823b8d90 · outbound
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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Unavailable: canonical work link unavailable.
Observation df62bb30-19b6-4127-801b-003c25191d57 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Physical-based event camera simulator
Reference 17
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Unavailable: canonical work link unavailable.
Observation d57638d0-ec45-4e86-a8b4-97580f66e0d1 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Array programming with numpy.Nature, 585(7825): 357–362, 2020
Reference 18
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Unavailable: canonical work link unavailable.
Observation 5c914f9c-12eb-4679-986e-2389bc44cec5 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation v2e: From video frames to realistic dvs events
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beeb52a8-e22b-4622-813e-5d425680f76d · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation DA VIS 346 AER product specification and datasheet
Reference 20
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Unavailable: canonical work link unavailable.
Observation f0d9f3ff-bc89-4a7c-b588-190166a84eb7 · outbound
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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Unavailable: canonical work link unavailable.
Observation bd3da2cb-8dee-4afd-871f-4c8000ab5903 · outbound
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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Unavailable: canonical work link unavailable.
Observation 632780c1-f5c5-4bc0-b935-f2fb3aeebc16 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Understanding noise and noise reduction in cmos imaging sensors
Reference 23
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Unavailable: canonical work link unavailable.
Observation 3119e7b6-1112-4fe1-8761-34f2af45ad1c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05dd3d05-b40c-4333-b91d-60679df27c45 · outbound
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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Unavailable: canonical work link unavailable.
Observation e0679f1c-c29e-40fa-9cc7-0680874fed9d · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Musiq: Multi-scale image quality transformer
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58333dc8-6e37-484f-bbf5-a9a5e7577a3c · outbound
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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Unavailable: canonical work link unavailable.
Observation c63ef396-cf63-4e1c-b2d5-bed13a476712 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e3aa867-cdb5-4242-9597-b1837e29d22c · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Modeling srgb camera noise with normal- izing flows
Reference 29
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Unavailable: canonical work link unavailable.
Observation 548739a3-a562-4411-8119-a2408b2427af · outbound
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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Unavailable: canonical work link unavailable.
Observation ae5f6e32-4dfc-450c-9f51-97026e0bde23 · outbound
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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Unavailable: canonical work link unavailable.
Observation 0ec6df54-cdcc-4de2-a639-82371f7ca954 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Image demosaic- ing: A systematic survey
Reference 32
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Unavailable: canonical work link unavailable.
Observation 02633352-02ef-49f1-acd3-6a8e074d0b62 · outbound
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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Observation bc3bb895-cda2-483c-9eca-a994a7d42e2b · outbound
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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Observation a7697e39-fb11-4598-a262-3fa577ad1fae · outbound
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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Unavailable: canonical work link unavailable.
Observation 3bdd5bb9-4593-4e24-a5da-cce90b7e3810 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 8ac4ce96-1f72-41d7-b738-96d1bc62a1ba · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event camera demosaicing via swin transformer and pixel-focus loss
Reference 37
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Unavailable: canonical work link unavailable.
Observation 22a53b4e-4382-44b5-8b55-ffc48b1eb1ba · outbound
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
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Unavailable: canonical work link unavailable.
Observation b9c377dd-cfa7-4be8-ac12-a646b4e926aa · outbound
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
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Unavailable: canonical work link unavailable.
Observation d49ca71c-7274-40dc-aa6e-430549b55080 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Timelens-xl: Real-time event-based video frame interpolation with large motion
Reference 40
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Unavailable: canonical work link unavailable.
Observation 71c80981-9918-4213-8875-e6ca3b9252ad · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Noise2noiseflow: Realistic camera noise modeling without clean images
Reference 41
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Unavailable: canonical work link unavailable.
Observation 808aaafa-fe3f-4b55-98d1-9d63a0251192 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A silicon model of early visual processing.Neural Networks, 1(1):91–97, 1988
Reference 42
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Unavailable: canonical work link unavailable.
Observation a8646a6e-8d16-4eb7-9ab6-4214a7d52816 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mobile intelligent photography and imag- ing workshop 2024.https: //mipi - challenge
Reference 43
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Unavailable: canonical work link unavailable.
Observation 8fc39d3a-095f-4b1c-88c6-49f50b21958e · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mobile intelligent photography and imag- ing workshop 2025
Reference 44
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Unavailable: canonical work link unavailable.
Observation 3b546886-1ab0-4c1a-97e4-659a4c6910da · outbound
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
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Unavailable: canonical work link unavailable.
Observation 8f57f8e9-7166-4b94-93e3-2fd089ef0b40 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Non-parametric sensor noise modeling and synthesis
Reference 46
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Unavailable: canonical work link unavailable.
Observation d3975dcd-c9cc-4e9e-80a1-d6cb0a2efe03 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 56f59c8d-c419-43d1-b568-09fd083da5e1 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 7a636df2-53f4-41a9-85e2-1cfacab4fdf0 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 97a33e70-186f-4a20-817e-5c1fa818b3e4 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 8cb25069-53de-4859-8483-e7ee9f889e37 · outbound
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
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Observation 3fb7d55d-0961-4630-9ed0-cd7aa2c30f8b · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Esim: an open event camera simulator
Reference 52
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Unavailable: canonical work link unavailable.
Observation 2b245bf1-331b-426e-82d1-8a5ee1186b0b · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Simultaneous Motion And Noise Estimation with Event Cameras
Reference 53
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Observation 5dd410ca-32db-48c8-879c-8250ebeae2a0 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation John Wiley & Sons, 2011
Reference 54
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Unavailable: canonical work link unavailable.
Observation ad3393ca-c3a2-49dc-9a8b-5515764ad874 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 4c6ad9de-0bb1-4512-87df-b1964b1f9685 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based fusion for motion deblurring with cross- modal attention
Reference 56
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Observation 0550201e-4467-41f1-8981-57d2523eee3f · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based frame interpolation with ad-hoc de- blurring
Reference 57
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Observation 6f97ef89-3726-4922-8f08-f35f6c2e5d70 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Low-Light Image Enhancement using Event-Based Illumination Estimation
Reference 58
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Unavailable: canonical work link unavailable.
Observation f64ff6c4-e754-4d49-92b4-dfc02579b901 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Motion aware event representation-driven image deblurring
Reference 59
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Unavailable: canonical work link unavailable.
Observation 984b6b05-a21f-4605-960e-75a3eb851164 · outbound
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
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Observation f1804669-6730-42ca-9e09-a1dce269a0c9 · outbound
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
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Observation 2d127562-539a-4e34-a7f2-1b7bfd1ac991 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Event-based camera simulation using monte carlo path tracing with adaptive denoising
Reference 62
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Observation 138420b5-a52c-461a-8f5c-e45c9383ba4f · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Time lens: Event-based video frame interpola- tion
Reference 63
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Observation 7a8b6766-b2c8-46dc-8104-abb1d95dc37e · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Time lens: Event-based video frame interpo- lation
Reference 64
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Observation 74f4f9b2-bf00-44f9-8751-00fbaa58f45c · outbound
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
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Observation 94013de4-6200-4435-99bd-5a0210280729 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Ex- ploring clip for assessing the look and feel of images
Reference 66
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Observation 14c6fe9d-94d6-469a-a86b-06d0d43bcb13 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation A physics-based noise formation model for extreme low-light raw denoising
Reference 67
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Observation f711b1a9-0f79-4594-bf25-b78749524cd1 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results
Reference 68
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Observation 5b85d35f-9152-4d9f-b25e-efbc881f38ef · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Mipi 2025 challenge on deblurring for hybrid evs camera: Methods and results
Reference 69
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Observation dda4bbff-05fe-48a3-9be6-4f3a530245a9 · outbound
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
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Observation f86ff68a-9259-4ca0-8f36-f8ae4ecda726 · outbound
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
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Observation fa1b42c5-bf5c-4ff2-810e-e867b918ca2b · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Robotic tissue scanning with biophotonic probe
Reference 72
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Observation cf7f6a35-1b6b-4ceb-ab75-ddd5a09fdf57 · outbound
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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Observation 3c81b741-26c5-4742-b296-7e85869d9789 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Rgb-event isp: The dataset and benchmark
Reference 74
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Observation 00eca8e7-dd13-43e2-8680-d6889f25b1ad · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Rethinking noise synthesis and modeling in raw denois- ing
Reference 75
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Observation 9294b6e8-356e-4f36-ac2b-51f4d045ead4 · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation V2ce: Video to continuous events simulator
Reference 76
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Observation e865f192-e146-4734-bfa3-f03cdf2482cc · outbound
Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation Eventgan: Leveraging large scale image datasets for event cameras
Reference 77
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Observation 72d23c90-0f92-4f78-840f-41f052ed5c1f · outbound
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 inbound Pith citation observations are available.