Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T19:37:15.371227Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2509.09183.
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 2026-08-04T19:37:15.371227Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cfd090ac-5f19-43ce-a95d-5252e9d4a0d5 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Learning generalized medical image segmentation from decoupled feature queries
Reference 1
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Observation 6e609684-09c7-4f05-96c7-992e56ed89c6 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Unprocessing images for learned raw denoising
Reference 2
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Observation 836d8491-fb53-4b1c-ada1-e8862abc9fde · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Cascade r-cnn: Delving into high quality object detection
Reference 3
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Observation 6b9cb043-1d8f-48f5-81b1-18b78f64b744 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Physics-guided iso-dependent sensor noise modeling for extreme low-light photography
Reference 4
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Observation 8e4aa3ab-22b9-486c-acb1-228addfec197 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection End-to- end object detection with transformers
Reference 5
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Observation 3c67c549-637f-485b-a0d9-11c42194bd3b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Learning to see in the dark
Reference 6
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Observation 4115e7b7-c844-43c2-9639-5234b5e0c2d8 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Seeing motion in the dark
Reference 7
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Observation 29e5d665-4ebb-428e-a387-ac0aad33eaff · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Masked image training for generalizable deep image denois- ing
Reference 8
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Observation c07efd94-966d-4aa0-b981-100474ae20e2 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection MMDetection: Open MMLab Detection Toolbox and Benchmark
Reference 9
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Observation 4cf9a56e-faad-4368-a730-15bef136a75a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Instance segmentation in the dark.International Journal of Computer Vision, 131(8):2198–2218, 2023
Reference 10
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Observation 48b4cb4e-d51d-48b6-b69c-ec54835cdee9 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Tsdn: Two-stage raw denoising in the dark.IEEE Transactions on Image Processing, 32:3679– 3689, 2023
Reference 11
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Observation cab0e147-cc6a-4a8e-accf-8644ecd1cfe9 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement
Reference 12
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Observation aa34a7fc-5c64-4969-bfde-5b9aca969f6b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Nilut: Conditional neural implicit 3d lookup tables for image enhancement
Reference 13
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Observation 81aae333-04ce-4848-82ec-664b81dd0e3b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Trash to treasure: Low-light object detec- tion via decomposition-and-aggregation
Reference 14
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Observation 3cffd7d1-757d-4016-948f-12cde980b636 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Raw-adapter: Adapting pre- trained visual model to camera raw images
Reference 15
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Observation 3c5b125f-2160-4bc1-bda1-509b09d1e7e2 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Multitask aet with orthogonal tangent regularity for dark object detection
Reference 16
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Observation 4199be41-ac7a-4e13-8eaf-fffd31389086 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images
Reference 17
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Observation 52eba4f0-6f8b-4426-9f0b-095f7a1dc377 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Mobile computational photography: A tour.Annual review of vision science, 7(1):571–604, 2021
Reference 18
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Observation 62ec77df-aa22-4296-948b-2215dd70f7d8 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Dirty pixels: Towards end-to-end image processing and percep- tion.ACM Transactions on Graphics (TOG), 40(3):1–15,
Reference 19
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Observation 413ab797-71d9-4d2f-a6f3-cc327f79d1ef · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Abandoning the bayer-filter to see in the dark
Reference 20
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Observation d5afa435-9d57-403b-8234-c805856e759a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Boosting object detection with zero-shot day-night domain adaptation
Reference 21
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Observation 9aaf21cd-d710-44d6-a88a-0c9e2eaf8d13 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Real- time noise-aware tone mapping.ACM Transactions on Graphics (TOG), 34(6):1–15, 2015
Reference 22
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Observation 5df787d3-a90c-483c-bb58-841d76d0a49a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Learnability enhancement for low-light raw denoising: Where paired real data meets noise modeling
Reference 23
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Observation 3e2e8ff8-8b4c-4191-80ed-71ccbb7f38f5 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Fast r-cnn
Reference 24
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Observation f1eacbca-6bf2-4113-906c-21a0c938069b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Zero-reference deep curve estimation for low-light image enhancement
Reference 25
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Observation d4b55adb-2a1d-43cd-ad9d-8c6c3172f464 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Dynamic low-light image enhancement for object detection via end-to-end train- ing
Reference 26
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Observation a5a6d612-cffc-47b1-af64-cb120d463271 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Learn- ing degradation-independent representations for camera isp pipelines
Reference 27
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Observation 6dbadb2b-d226-4396-bd47-a458be30ae47 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Featenhancer: En- hancing hierarchical features for object detection and beyond under low-light vision
Reference 28
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Observation 32452b3c-dac7-4c67-aaef-eb8b6b86f6cd · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Deep residual learning for image recognition
Reference 29
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Observation a426fdfe-d012-4569-acf9-dab6c527eb52 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Craft- ing object detection in very low light
Reference 30
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Observation 5e36fe34-94ff-4dc7-a8e2-aa1826fb90e2 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Dnf: Decouple and feedback network for seeing in the dark
Reference 31
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Observation c449bbf8-1b5d-42e2-860f-937588914a04 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Lighting every darkness in two pairs: A calibration-free pipeline for raw denoising
Reference 32
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Observation e079761d-71bf-4fbf-9888-c0a4a94a33ba · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
Reference 33
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Observation 67d58126-4cdb-4cb7-a1d8-97e60af4d0d5 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Local tone mapping using the k-means algorithm and automatic gamma setting.IEEE Transactions on Consumer Electron- ics, 57(1):209–217, 2011
Reference 34
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Observation 23979e81-eafd-41a0-8091-609030baf46c · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Dualdn: Dual-domain denoising via differ- entiable isp
Reference 35
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Observation 8ce76ebf-d6ad-4eb7-a46e-5500ab6f1cfb · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection A dark transformation-equivariant al- gorithm for dark object detection
Reference 36
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Observation d32cad8c-90fe-4fbf-ad3d-04920991f994 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Microsoft coco: Common objects in context
Reference 37
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Observation 1f2d914a-f204-4b51-9de8-f812078422a3 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Focal loss for dense object detection
Reference 38
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Observation 682f9cc8-d9d0-4348-94c7-66b30705d499 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Un- supervised image denoising in real-world scenarios via self- collaboration parallel generative adversarial branches
Reference 39
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Observation 2f77b3b4-b362-4ef4-ba0f-69ceb3b94b0a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Raw or cooked? object detection on raw images
Reference 40
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Observation 2b70d829-88ea-46b2-af9a-a6ffa00e8a3d · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Genisp: Neural isp for low-light machine cognition
Reference 41
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Observation bbeeda1c-0f3b-4e46-bd4c-ff482d64537b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Hardware-in- the-loop end-to-end optimization of camera image process- ing pipelines
Reference 42
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Observation 1da3b56f-257c-490a-a527-5b6624507b09 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection A novel low light object detection method based on the yolov5 fusion feature enhancement.Scientific reports, 14(1):4486, 2024
Reference 43
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Observation f49f1fc4-2ff1-4ca1-a36f-303a16a93596 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Attention-aware learning for hyperparameter prediction in image processing pipelines
Reference 44
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Observation a9ceb816-4eb0-48e7-9385-473a306d7be4 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection You only look once: Unified, real-time object de- tection
Reference 45
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Observation ab02869d-e95a-422d-8a87-0fcfc0238e3f · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Embeddedpigdet—fast and accurate pig detection for embedded board implementations
Reference 46
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Observation 17f12500-cd85-4644-abb1-d98af084a800 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Sparse r-cnn: End-to-end ob- ject detection with learnable proposals
Reference 47
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Observation eb982463-2e96-4353-bd7e-efb50e3c9a9a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Attention is all you need.Advances in neural information processing systems, 30, 2017
Reference 48
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Observation ad25d899-741a-44a7-bcdc-976b228636aa · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Real-time image en- hancer via learnable spatial-aware 3d lookup tables
Reference 49
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Observation b176c99e-9855-49f2-b08a-85c420f2401d · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Exposurediffusion: Learning to expose for low-light image enhancement
Reference 50
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Observation dbb93056-7b49-4962-9246-0d22be15c989 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Adaptiveisp: Learning an adaptive image signal pro- cessor for object detection.Advances in Neural Information Processing Systems, 37:112598–112623, 2024
Reference 51
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Observation c29f15d5-6914-4507-9b9e-0cced05f7ce6 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Adaptiveisp: Learning an adaptive image signal pro- cessor for object detection.Advances in Neural Information Processing Systems, 37:112598–112623, 2025
Reference 52
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Observation a57c21e7-2286-4883-aa12-60760c98a080 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection A physics-based noise formation model for extreme low-light raw denoising
Reference 53
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Observation 172a131f-1b64-4ddc-a330-c86f0e2639bd · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Physics-based noise modeling for extreme low-light photog- raphy.IEEE Transactions on Pattern Analysis and Machine Intelligence, page 1–1, 2021
Reference 54
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Observation 4ee288e4-a277-490c-b0ce-bf5397f51587 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Invertible im- age signal processing
Reference 55
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Observation a889129d-e145-4e1b-895b-6acd40d7709e · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Rawformer: An efficient vision transformer for low-light raw image enhancement.IEEE Signal Process- ing Letters, 29:2677–2681, 2022
Reference 56
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Observation ffcb2a6e-5dbc-4096-a1d9-6144ca55900e · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Exploring image enhancement for salient object detection in low light images.ACM transactions on multime- dia computing, communications, and applications (TOMM), 17(1s):1–19, 2021
Reference 57
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Observation 255994f8-1a5a-4df3-97e7-37a8211df01b · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Best of both worlds: See and understand clearly in the dark
Reference 58
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Observation 7528a89d-2630-4c65-a79b-0c4e7395a5c5 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Seplut: Separable image-adaptive lookup tables for real-time image enhancement
Reference 59
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Observation 52c4d783-adc3-434d-9545-5ace2097bcd1 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Dynamicisp: dynamically controlled image signal processor for image recognition
Reference 60
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Observation adb8ffce-ddb3-4a2b-ac56-20c3bdabbafb · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Cycleisp: Real image restoration via improved data synthesis
Reference 61
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Observation 7f65d3a8-75cc-4b4e-b7c7-b2f38074927c · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Learning image-adaptive 3d lookup tables for high perfor- mance photo enhancement in real-time.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(4), 2020
Reference 62
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Observation 11ddea9d-d011-4d17-8638-72117470f235 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Towards general low- light raw noise synthesis and modeling
Reference 63
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Observation 7ca1f8c2-f273-47d2-8a2f-a107c84db35a · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Featurized Query R-CNN
Reference 64
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Observation d1315371-bcec-4e5d-8fbd-8076d80b7444 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Rethinking noise synthesis and modeling in raw denois- ing
Reference 65
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Observation 03451618-0413-4b3d-ae1a-2f4c00f653ff · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Isp-teacher: image signal pro- cess with disentanglement regularization for unsupervised domain adaptive dark object detection
Reference 66
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Observation 3622a01e-132d-47ca-96d4-985e2e8aa404 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Restoration for weakly blurred and strongly noisy images
Reference 67
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Observation f0b8ed30-de49-4c78-abec-3514e6441db4 · outbound
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Deformable detr: Deformable transform- ers for end-to-end object detection.arXiv: Computer Vision and Pattern Recognition,arXiv: Computer Vision and Pat- tern Recognition, 2020
Reference 68
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No inbound Pith citation observations are available.