Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:00:00.735466Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2507.14558.
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 2026-08-06T16:00:00.735466Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T19:30:04.236098Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T19:30:06.514289Z
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d4a5ceb2-020f-41ba-9d9a-76b7e113b1b7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Szeliski, Computer vision: algorithms and applications
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6077dca1-efa4-46ec-af10-78f8aea6ae20 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Deep learning in computer vision: A critical review of emerging techniques and application scenar- ios,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90807cba-f3d9-4003-ab87-d4051421df40 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library The opencv library
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 161300c3-eca3-4ade-a9bb-abce65a2d2d7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A vision-based home security system using opencv on raspberry pi 3,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fab2f497-21ff-43b1-b442-4a5b80e0cdde · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Hand gesture recognition on python and opencv,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b9b7650-d654-4032-a38f-84638573957a · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real time object detection and tracking using deep learning and opencv,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3698ae02-2de8-4c2b-9e73-e113e481122a · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Howse and J
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2deeba3e-5e40-481e-9f4d-3e2d4c7e48bc · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Minichino and J
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71d11991-ef71-4b43-8714-1e4202f028a0 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Comparison of opencv’s feature detectors and feature matchers,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29712018-9a11-441f-9ae1-89d3044251db · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Evaluation of feature based image stitching algorithm using opencv,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2bac0aaa-a509-4b92-8b15-cd24fd57ece2 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d00f7e61-b164-4bf1-8762-a0aa9a12bd45 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A practical hybrid iot architecture with deep learning technique for healthcare and security applications,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3643c8a7-6d4d-486d-b05a-d675cf4126a7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Revolutionizing healthcare: The application of image processing techniques,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5473986f-6fdb-411f-9d35-4a82151a9d54 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Machine vision based defect detection approach using image processing,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e106e145-c00e-43b0-bea3-5a93fc9b49db · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Uav navigation in gps-denied envi- ronment using particle filtered rvl,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ea867682-0270-4c4d-ab07-752b4b1eee0e · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A review of computer vision–based structural health monitoring at local and global levels,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf5cf4f9-bcbb-422f-ba37-1d14a73c0f9a · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing: a survey,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3318bccf-f841-4d3e-8ece-3abf46d2847b · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3f3acb4-b385-4243-af2c-65c74cb14bf3 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a27ea0f-4236-475f-ac93-f72c016dec5f · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Violating assumptions with fuzzing,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b190cc0-c243-4405-abda-9c8af30b952f · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing the internet of things: A review on the techniques and challenges for efficient vulnerability discovery in embedded systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bdcf3be8-373c-4689-a9f4-661f01c6714c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Rtfm! automatic assumption discovery and verification derivation from library document for api misuse detection,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 25c31b6c-54a0-4f04-af2e-5952971939e1 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Docter: documentation-guided fuzzing for testing deep learning api functions,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e0fa944-656c-4493-9d7e-51bd79329926 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatic early defects detection in use case documents,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f3ae31d0-ae5d-4059-8a28-acfee7d36f28 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatic detection and repair recommendation of directive defects in java api documentation,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a8f43c8-ae29-488b-99c6-cd7b076b1bd6 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Translating code comments to procedure spec- ifications,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b93d618-e151-4188-8d5d-c1f33fbb3a50 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language model guided protocol fuzzing,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a672a016-f5ec-4bc0-a709-0a18815a8489 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzz4all: Universal fuzzing with large language models,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0845e978-bb4c-454a-a800-94fbc1f74664 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Deep learning for computer vision: A brief review,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e71821c-f920-45fa-a876-d976860c48d0 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Computer vision techniques in construction: a critical review,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2137df9c-baea-44e6-b936-2e6c18a3f013 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Kornia: an open source differentiable computer vision library for pytorch,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36b5e0a3-c639-484d-a9aa-cc1d330182b5 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Chainercv: a library for deep learning in computer vision,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 670145a0-179a-4e1e-a37f-3bb9b70adc6c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Javavis: An integrated computer vision library for teaching computer vision,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c138bba3-f7a6-4f01-a001-d4639e9aa88e · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Scenic: A jax library for computer vision research and beyond,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d98c7766-9653-4e2e-bb77-5f40a30a346c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library gvnn: Neural network library for geometric computer vision,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00979802-eedf-475e-a37f-ec29e812ad84 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Benchmarking of feature detectors and matchers using opencv-python wrapper,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57036cb8-76f4-43d0-9576-918a6e7e14fe · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Face detection and recognition using opencv,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 875f3a5e-f3e0-477d-bcf8-9839ed3ec537 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Emotion detection with facial feature recognition using cnn & opencv,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95901dff-e3e4-4da4-9399-48a289a3cf62 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Object detection using opencv and python,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce2b843f-17be-49eb-bd22-04fd3e803eb4 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real time automatic attendance system for face recognition using face api and opencv,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71140a3d-6e5f-42ba-a276-c5a913c5c3b8 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automated visual inspection and defect detection of large-scale silicon strip sensors,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dfed17ad-896f-4e1f-9bb6-02cb2a39df7f · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Metamorphic testing of deep learning compilers,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb3beb27-51e7-4d5f-84d4-724817cd0966 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Nnsmith: Generating diverse and valid test cases for deep learning compilers,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b6ea161-920c-4c31-a68f-0b2445da5598 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Reformer: The Efficient Transformer
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0eb28ea-c2d5-412d-b551-ca79efccf529 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad24924-e65c-4e45-902d-044ddeb979fa · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Recent advances in natural language processing via large pre-trained language models: A survey,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0d7cd47-bf18-4935-aa29-992ffebd2f76 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library From images to textual prompts: Zero-shot visual question answering with frozen large language models,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b782e171-c48c-4618-aa8d-9b0db3d661f7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Offsite-Tuning: Transfer Learning without Full Model
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 207c8c70-f172-4e0e-b957-a2a510dc87ef · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A survey on evaluation of large language models,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ebd7387b-d110-4927-8b77-6dc6d6192797 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Evaluating the rationales of amateur investors,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8ff7179-111e-4a5a-9218-8720f0456f8f · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0157fa68-a4dd-41c4-a06d-a8b8eb689538 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Free lunch for testing: Fuzzing deep-learning libraries from open source,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 43ee550e-53cb-4a07-b6ba-71da315a33ee · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Ruggedness and robustness testing,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0253ba6e-2aa4-40db-9e6d-048977302b8c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Tensorfuzz: De- bugging neural networks with coverage-guided fuzzing,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3650badd-1457-4b14-ba13-c5e8e2999dab · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Muffin: Testing deep learning libraries via neural architecture fuzzing,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 514586a9-db8a-4b31-bddb-672f34dc0293 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Coverage.py,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0a63232-4b5f-4dea-aafc-dc0cf28782a7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Project, Using gcov with GCC 12.1 , Free Software Foundation, Boston, MA, USA, 2023
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94474e02-1a55-4d8c-9067-2f30a5f0a94c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Drone: a tool to detect and repair directive defects in java apis documentation,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9414ed4d-b08d-40f9-b675-35e2b33d2ecd · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library An empirical study of the reliability of unix utilities,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e93463b2-eb9b-4f0c-9d71-9ea33703cb5c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Sfuzz: Slice-based fuzzing for real-time op- erating systems,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9f83862-e5a5-4f01-bac7-0d0b6ed0540c · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Aflnet: a greybox fuzzer for network protocols,
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18a45a34-afdb-4315-b373-9099e7838ec1 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Restler: Stateful rest api fuzzing,
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1c175dd-d0de-4c24-8713-75026c458dbf · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing deep-learning libraries via automated relational api inference,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c21ca2ae-edc5-43d7-a8a0-5cbfecbb0a98 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library LLM Based Input Space Partitioning Testing for Library APIs
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11663010-fbde-43ec-af24-c72110f1a3f7 · outbound
Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatically generating precise oracles from structured natural language specifications,
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 403a27ba-2d08-497e-94e9-b83aebe4c069 · inbound
XAMT: Cross-Framework API Matching for Testing Deep Learning Libraries Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.