Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:26:05.872004Z
Paper Citation Record · LEDGER
Active Illumination Control in Low-Light Environments using NightHawk
As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2506.06394.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact1
- verified fuzzy18
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0179eb81-79f0-4121-98eb-c6c49e32c018 · outbound
This paper cites Fast Explicit Diffusion for Accelerated Features in Nonlinear Scale Spaces.
Active Illumination Control in Low-Light Environments using NightHawk Fast Explicit Diffusion for Accelerated Features in Nonlinear Scale Spaces
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.077636Z
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 ab6af8d1-b1eb-4002-b1eb-9334fc226225 · outbound
This paper cites SuperPoint: Self-Supervised Interest Point Detection and Description.
Active Illumination Control in Low-Light Environments using NightHawk SuperPoint: Self-Supervised Interest Point Detection and Description
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:26:05.802040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52db1830-8872-43a6-a515-ffecf77ad241 · outbound
This paper cites an unresolved cited work.
Active Illumination Control in Low-Light Environments using NightHawk Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:26:06.070846Z
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 391e4e9f-d375-4d9d-b592-aac7ac76719e · outbound
This paper cites SiLK -- Simple Learned Keypoints.
Active Illumination Control in Low-Light Environments using NightHawk SiLK -- Simple Learned Keypoints
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:26:05.909472Z
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 d6779fc3-b797-48ad-90fb-83471b780021 · outbound
This paper cites Learning-Based Image Enhancement for Visual Odometry in Challenging HDR Environments.
Active Illumination Control in Low-Light Environments using NightHawk Learning-Based Image Enhancement for Visual Odometry in Challenging HDR Environments
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.063277Z
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 0fefc4c3-d2fd-487d-b939-de9f56ed8ed2 · outbound
This paper cites Camera Attributes Control for Visual Odometry With Motion Blur Awareness.
Active Illumination Control in Low-Light Environments using NightHawk Camera Attributes Control for Visual Odometry With Motion Blur Awareness
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.055946Z
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 f8ebe6b8-ab36-40b0-aab5-28e8886cf56b · outbound
This paper cites Good features to track.
Active Illumination Control in Low-Light Environments using NightHawk Good features to track
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.049296Z
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 32d67edc-d1b8-4829-9cd6-0d35d0bb6597 · outbound
This paper cites Exposure Control Using Bayesian Optimization Based on Entropy Weighted Image Gradient.
Active Illumination Control in Low-Light Environments using NightHawk Exposure Control Using Bayesian Optimization Based on Entropy Weighted Image Gradient
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.042590Z
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 0a6cd324-8815-4a1d-9698-d48a1de837d5 · outbound
This paper cites Proactive Camera Attribute Con- trol Using Bayesian Optimization for Illumination-Resilient Visual Navigation.
Active Illumination Control in Low-Light Environments using NightHawk Proactive Camera Attribute Con- trol Using Bayesian Optimization for Illumination-Resilient Visual Navigation
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.036098Z
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 06924ad8-2c34-4a12-98bf-2b25ba22f33b · outbound
This paper cites Learning to Control Camera Exposure via Reinforcement Learning.
Active Illumination Control in Low-Light Environments using NightHawk Learning to Control Camera Exposure via Reinforcement Learning
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.028470Z
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 ca62125c-b7b9-42ba-b353-0991c2739fcc · outbound
This paper cites an unresolved cited work.
Active Illumination Control in Low-Light Environments using NightHawk Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:26:06.021871Z
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 c9a3fac4-9250-46fe-a353-964ac9fc7e1c · outbound
This paper cites Robot Operating System 2: Design, architecture, and uses in the wild.
Active Illumination Control in Low-Light Environments using NightHawk Robot Operating System 2: Design, architecture, and uses in the wild
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:06.015506Z
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 faac5d1d-409d-42a2-b8f3-c2a16aba9132 · outbound
This paper cites an unresolved cited work.
Active Illumination Control in Low-Light Environments using NightHawk Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:26:06.008185Z
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 765891df-1b4f-4e33-a65f-0127d37814c2 · outbound
This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Li- brary.
Active Illumination Control in Low-Light Environments using NightHawk PyTorch: An Imperative Style, High-Performance Deep Learning Li- brary
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.999993Z
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 95792849-aa1d-47d9-aad9-412bda11c845 · outbound
This paper cites Scikit-learn: Machine Learning in Python.MACHINE LEARNING IN PYTHON.
Active Illumination Control in Low-Light Environments using NightHawk Scikit-learn: Machine Learning in Python.MACHINE LEARNING IN PYTHON
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.991984Z
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 73a1f238-af25-4ed5-a0ce-f188e5baba28 · outbound
This paper cites an unresolved cited work.
Active Illumination Control in Low-Light Environments using NightHawk Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:26:05.984297Z
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 996f2216-0d11-449d-b56b-c0ecdd2f0c40 · outbound
This paper cites R2D2: Repeatable and Reliable Detector and Descriptor.
Active Illumination Control in Low-Light Environments using NightHawk R2D2: Repeatable and Reliable Detector and Descriptor
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:26:05.844635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8b5dfff-570f-4b4b-a2be-9be8fbd2403a · outbound
This paper cites ORB: An effi- cient alternative to SIFT or SURF.
Active Illumination Control in Low-Light Environments using NightHawk ORB: An effi- cient alternative to SIFT or SURF
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.977386Z
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 d816ac8a-e1c3-40c3-9f60-cd82954437e7 · outbound
This paper cites A Comprehensive Study of Systems Challenges in Visual Simultaneous Localiza- tion and Mapping Systems.ACM Transactions on Embedded Computing Systems, 24(1):1–31, January 2025.
Active Illumination Control in Low-Light Environments using NightHawk A Comprehensive Study of Systems Challenges in Visual Simultaneous Localiza- tion and Mapping Systems.ACM Transactions on Embedded Computing Systems, 24(1):1–31, January 2025
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.969522Z
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 2e84ee41-f3a1-43d9-83a5-383fb48e069a · outbound
This paper cites Ko, Yu David Liu, Lukasz Ziarek, and Karthik Dantu.
Active Illumination Control in Low-Light Environments using NightHawk Ko, Yu David Liu, Lukasz Ziarek, and Karthik Dantu
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.961890Z
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 e9454dc2-bff9-41f7-ac50-a86c266480f2 · outbound
This paper cites Auto-adjusting camera exposure for outdoor robotics using gradient information.
Active Illumination Control in Low-Light Environments using NightHawk Auto-adjusting camera exposure for outdoor robotics using gradient information
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.953447Z
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 8ecb9708-da9a-4a0a-bb89-2f616ad55509 · outbound
This paper cites Practical Bayesian Optimization of Machine Learning Algorithms.
Active Illumination Control in Low-Light Environments using NightHawk Practical Bayesian Optimization of Machine Learning Algorithms
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:26:05.859790Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 401c7480-5bf4-40ca-89a2-779932c3ffb0 · outbound
This paper cites Waslander, and Jonathan Kelly.
Active Illumination Control in Low-Light Environments using NightHawk Waslander, and Jonathan Kelly
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.946198Z
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 4950ee7d-ce39-4bd6-a26e-33342f290065 · outbound
This paper cites An Image Acquisition Scheme for Visual Odometry based on Image Bracketing and Online Attribute Control.
Active Illumination Control in Low-Light Environments using NightHawk An Image Acquisition Scheme for Visual Odometry based on Image Bracketing and Online Attribute Control
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.939061Z
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 9c300c50-c25b-4986-8407-4aa8b9edab0f · outbound
This paper cites Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement Learning.IEEE Robotics and Automation Letters, 10(2):1609–1616, February 2025.
Active Illumination Control in Low-Light Environments using NightHawk Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement Learning.IEEE Robotics and Automation Letters, 10(2):1609–1616, February 2025
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.930718Z
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 838d1adf-d151-45b8-83b4-97faef30580a · outbound
This paper cites Active exposure con- trol for robust visual odometry in HDR environments.
Active Illumination Control in Low-Light Environments using NightHawk Active exposure con- trol for robust visual odometry in HDR environments
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:26:05.923186Z
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.
Pith citing papers
No inbound Pith citation observations are available.