Paper Citation Record · LEDGER

Embodied Image Quality Assessment for Robotic Intelligence

As of 19 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2412.18774.

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

pith.paper-citation-record.v1
2412.18774 v3

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:35:18.776399Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:35:10.202236Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:17:57.673134Z

Reference resolution

65 of 65 outbound references displayed

verified exact1
verified fuzzy43
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae2e64e6-3e56-427b-a21f-6051eba10d85 · outbound

This paper cites A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook.

Embodied Image Quality Assessment for Robotic Intelligence A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.502200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36017fde-5bb2-4fa2-9956-8b7a2174071a · outbound

This paper cites No-reference image quality assessment: Obtain mos from image quality score distribution,.

Embodied Image Quality Assessment for Robotic Intelligence No-reference image quality assessment: Obtain mos from image quality score distribution,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.711283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7293678c-0261-4381-a1cb-53625ff985cf · outbound

This paper cites Study of subjective and objective naturalness assessment of ai-generated images,.

Embodied Image Quality Assessment for Robotic Intelligence Study of subjective and objective naturalness assessment of ai-generated images,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.697519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fdc224d-5b09-42ac-80a9-5b503e02e9d2 · outbound

This paper cites Single image dehazing using fuzzy region segmentation and haze density decomposition,.

Embodied Image Quality Assessment for Robotic Intelligence Single image dehazing using fuzzy region segmentation and haze density decomposition,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.682238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 12efe7fc-9f52-420b-99b2-9836c27c4210 · outbound

This paper cites Dual degradation representation for joint deraining and low-light enhancement in the dark,.

Embodied Image Quality Assessment for Robotic Intelligence Dual degradation representation for joint deraining and low-light enhancement in the dark,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.667534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b589913-4081-49ea-bba2-e6f1df12b30a · outbound

This paper cites Omni-deblurring: Capturing omni-range context for image deblurring,.

Embodied Image Quality Assessment for Robotic Intelligence Omni-deblurring: Capturing omni-range context for image deblurring,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.653717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 268ef3be-90a1-4bb9-935d-4a20f76da9d9 · outbound

This paper cites A reference-free quality enhancement framework for low-quality fundus images,.

Embodied Image Quality Assessment for Robotic Intelligence A reference-free quality enhancement framework for low-quality fundus images,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.638901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b6067e0-abbd-41fb-9ebb-18134cff2cdc · outbound

This paper cites Synergetic assess- ment of quality and aesthetic: Approach and comprehensive benchmark dataset,.

Embodied Image Quality Assessment for Robotic Intelligence Synergetic assess- ment of quality and aesthetic: Approach and comprehensive benchmark dataset,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.622888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ace39055-9d67-4832-94e5-c7bbb00f2721 · outbound

This paper cites Image quality assess- ment: from error visibility to structural similarity,.

Embodied Image Quality Assessment for Robotic Intelligence Image quality assess- ment: from error visibility to structural similarity,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.538913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3ed726-c3f7-497b-9f0d-7152edca3f89 · outbound

This paper cites Visual importance pooling for image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Visual importance pooling for image quality assessment,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.590856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e41167b2-0e61-4b58-9b7a-c2c75601ea5e · outbound

This paper cites Information content weighting for perceptual image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Information content weighting for perceptual image quality assessment,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.547285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49ed341-3864-4cb9-bd59-6e0a704fc3f7 · outbound

This paper cites Fsim: A feature similarity index for image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Fsim: A feature similarity index for image quality assessment,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.551755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4bebe21-2cf0-4a4c-a553-9e86ab4b443c · outbound

This paper cites Gradient magnitude similarity deviation: A highly efficient perceptual image quality index,.

Embodied Image Quality Assessment for Robotic Intelligence Gradient magnitude similarity deviation: A highly efficient perceptual image quality index,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.557371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c01a99be-d378-428c-b60c-550e05e81cde · outbound

This paper cites Deep learning of human visual sensitivity in image quality assessment framework,.

Embodied Image Quality Assessment for Robotic Intelligence Deep learning of human visual sensitivity in image quality assessment framework,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.542592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d64ea3d6-a710-4ce1-b1a2-7f87ca6ab44d · outbound

This paper cites Deep neural networks for no-reference and full-reference image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Deep neural networks for no-reference and full-reference image quality assessment,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.528143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e223cd4b-b7c5-4275-8b07-f427a828cf10 · outbound

This paper cites A psychovisual quality metric in free-energy principle,.

Embodied Image Quality Assessment for Robotic Intelligence A psychovisual quality metric in free-energy principle,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.513770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d58ab94f-80ea-49f2-bb3a-543493979811 · outbound

This paper cites Blind image quality assessment: From natural scene statistics to perceptual quality,.

Embodied Image Quality Assessment for Robotic Intelligence Blind image quality assessment: From natural scene statistics to perceptual quality,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.572264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a399c2c2-436b-4a4b-881c-0bce589672b4 · outbound

This paper cites Blind image quality assessment based on high order statistics aggregation,.

Embodied Image Quality Assessment for Robotic Intelligence Blind image quality assessment based on high order statistics aggregation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.491120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5cb7ad37-fcb0-44c8-9149-2790a1cb1c56 · outbound

This paper cites Metaiqa: Deep meta- learning for no-reference image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Metaiqa: Deep meta- learning for no-reference image quality assessment,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.477390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a90d7dae-7ed7-4036-84d7-da03075d9051 · outbound

This paper cites Convolutional neural networks for no-reference image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Convolutional neural networks for no-reference image quality assessment,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.463995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e7b2526-e834-4056-b1bb-e4a7cb9454b3 · outbound

This paper cites A statistical evaluation of recent full reference image quality assessment algorithms,.

Embodied Image Quality Assessment for Robotic Intelligence A statistical evaluation of recent full reference image quality assessment algorithms,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.589635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b21d54da-0b21-4638-aa55-6df2e850de6a · outbound

This paper cites Kadid-10k: A large-scale artificially distorted iqa database,.

Embodied Image Quality Assessment for Robotic Intelligence Kadid-10k: A large-scale artificially distorted iqa database,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.440917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3eadc8e0-9cff-456c-9441-96fc1e64fe20 · outbound

This paper cites Massive online crowdsourced study of subjective and objective picture quality,.

Embodied Image Quality Assessment for Robotic Intelligence Massive online crowdsourced study of subjective and objective picture quality,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.426213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 62ec3a5d-79fc-4e24-8d32-a530d57c7c0a · outbound

This paper cites Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.602792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30d400d-ce1b-4dc4-811b-9d4f8289b77c · outbound

This paper cites Q-bench ++: A benchmark for multi-modal foundation models on low-level vision from single images to pairs,.

Embodied Image Quality Assessment for Robotic Intelligence Q-bench ++: A benchmark for multi-modal foundation models on low-level vision from single images to pairs,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.400595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0aa943ba-7e61-4afd-80bb-95086327d200 · outbound

This paper cites Agiqa-3k: An open database for ai-generated image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Agiqa-3k: An open database for ai-generated image quality assessment,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.385054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3b15c02-c11c-43d2-9ec6-3f2ac0deb19c · outbound

This paper cites A-Bench: Are LMMs Masters at Evaluating AI-generated Images?.

Embodied Image Quality Assessment for Robotic Intelligence A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.616338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de330b1-a7f3-451f-9ddd-1f1d7888bd1d · outbound

This paper cites CMC-Bench: Towards a New Paradigm of Visual Signal Compression.

Embodied Image Quality Assessment for Robotic Intelligence CMC-Bench: Towards a New Paradigm of Visual Signal Compression

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T04:35:18.913845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2512d487-4e3e-4093-878f-f445fde1b76a · outbound

This paper cites R-bench: Are your large multimodal model robust to real-world corruptions?.

Embodied Image Quality Assessment for Robotic Intelligence R-bench: Are your large multimodal model robust to real-world corruptions?

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.369386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 649755c9-5138-454b-a563-112a1da8edf7 · outbound

This paper cites Aligning cyber space with physical world: A comprehensive survey on embodied ai,.

Embodied Image Quality Assessment for Robotic Intelligence Aligning cyber space with physical world: A comprehensive survey on embodied ai,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.352352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d91702a-de49-4612-b51d-c2a6481a2b93 · outbound

This paper cites Real-time recognition of team be- haviors by multisensory graph-embedded robot learning,.

Embodied Image Quality Assessment for Robotic Intelligence Real-time recognition of team be- haviors by multisensory graph-embedded robot learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.336441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7512676-a6fc-4239-bb88-b3e2f855321b · outbound

This paper cites Analysis of an all- terrain tracked robot with innovative suspension system,.

Embodied Image Quality Assessment for Robotic Intelligence Analysis of an all- terrain tracked robot with innovative suspension system,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.321559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a20cdf72-5a99-4e52-ae2c-0793aace6c6a · outbound

This paper cites Swarm of micro flying robots in the wild,.

Embodied Image Quality Assessment for Robotic Intelligence Swarm of micro flying robots in the wild,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.305917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 34ff92dd-5254-46c1-aaef-6bc7865d9470 · outbound

This paper cites Scientific exploration of chal- lenging planetary analog environments with a team of legged robots,.

Embodied Image Quality Assessment for Robotic Intelligence Scientific exploration of chal- lenging planetary analog environments with a team of legged robots,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.291722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6e15744-dea1-4306-9137-7d2608878499 · outbound

This paper cites Advancements in humanoid robots: A comprehensive review and future prospects,.

Embodied Image Quality Assessment for Robotic Intelligence Advancements in humanoid robots: A comprehensive review and future prospects,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.649602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cb3cfd-d86c-4662-ac0b-b8767f4ee639 · outbound

This paper cites Implicit coordination for 3d underwater collective behaviors in a fish-inspired robot swarm,.

Embodied Image Quality Assessment for Robotic Intelligence Implicit coordination for 3d underwater collective behaviors in a fish-inspired robot swarm,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.653776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac16e205-9b8f-4286-8761-14dd793cb6d8 · outbound

This paper cites The franka emika robot: A reference platform for robotics research and education,.

Embodied Image Quality Assessment for Robotic Intelligence The franka emika robot: A reference platform for robotics research and education,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.259034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cc85886b-e83e-41f1-941c-0636d16c3129 · outbound

This paper cites Bas optimized elm for kuka iiwa robot learning,.

Embodied Image Quality Assessment for Robotic Intelligence Bas optimized elm for kuka iiwa robot learning,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.245054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 752d97cf-1bef-4f32-8c86-4bc9a2081a6f · outbound

This paper cites Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning.

Embodied Image Quality Assessment for Robotic Intelligence Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.665247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5cde5f-7584-4915-9139-ac406cd2d157 · outbound

This paper cites Design and use paradigms for gazebo, an open-source multi-robot simulator,.

Embodied Image Quality Assessment for Robotic Intelligence Design and use paradigms for gazebo, an open-source multi-robot simulator,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.669278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d6ca9e9-06da-41dd-9098-47db8f965b4f · outbound

This paper cites Pybullet, a python module for physics simulation for games, robotics and machine learning,.

Embodied Image Quality Assessment for Robotic Intelligence Pybullet, a python module for physics simulation for games, robotics and machine learning,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.672956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35066bc1-a63c-4196-8c90-e35bbedc7331 · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

Embodied Image Quality Assessment for Robotic Intelligence AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.676758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3f61b3-0ef5-4fba-b410-e5cbea8a75bd · outbound

This paper cites Habitat: A platform for embodied ai research,.

Embodied Image Quality Assessment for Robotic Intelligence Habitat: A platform for embodied ai research,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.211234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c102028-8820-4ea1-9537-ad2aa0c7bd2f · outbound

This paper cites Sapien: A simulated part-based interactive environment,.

Embodied Image Quality Assessment for Robotic Intelligence Sapien: A simulated part-based interactive environment,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.196486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52fd0e60-c7f8-45f9-8ca2-544d5d5bb11c · outbound

This paper cites Proximal Policy Optimization Algorithms.

Embodied Image Quality Assessment for Robotic Intelligence Proximal Policy Optimization Algorithms

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.689300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eccfaeb-389b-4590-8dcc-8619b0bbd25f · outbound

This paper cites Soft actor-critic: Off- policy maximum entropy deep reinforcement learning with a stochastic actor,.

Embodied Image Quality Assessment for Robotic Intelligence Soft actor-critic: Off- policy maximum entropy deep reinforcement learning with a stochastic actor,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.182521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f528b67d-29d4-4956-9509-e494dcabab73 · outbound

This paper cites TD-MPC2: Scalable, Robust World Models for Continuous Control.

Embodied Image Quality Assessment for Robotic Intelligence TD-MPC2: Scalable, Robust World Models for Continuous Control

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.697807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ff56d1-9ba6-46cc-aee9-42b714e8306f · outbound

This paper cites ManiSkill3: GPU Parallelized Robotics Simulation and Rendering for Generalizable Embodied AI.

Embodied Image Quality Assessment for Robotic Intelligence ManiSkill3: GPU Parallelized Robotics Simulation and Rendering for Generalizable Embodied AI

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.702037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a43003d-0ee2-401f-b92e-9419774fb17d · outbound

This paper cites Deep residual learning for image recognition,.

Embodied Image Quality Assessment for Robotic Intelligence Deep residual learning for image recognition,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.706645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a6b945-e863-49a5-bfee-6017e97a30c5 · outbound

This paper cites Path aggregation network for instance segmentation,.

Embodied Image Quality Assessment for Robotic Intelligence Path aggregation network for instance segmentation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.157677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0657dd87-2911-4d18-b741-643f680e35ca · outbound

This paper cites Cbam: Convolutional block attention module,.

Embodied Image Quality Assessment for Robotic Intelligence Cbam: Convolutional block attention module,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.142925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f95a9258-b0df-4ef8-81b4-2a474093b362 · outbound

This paper cites Attentions help cnns see better: Attention-based hybrid image quality 13 assessment network,.

Embodied Image Quality Assessment for Robotic Intelligence Attentions help cnns see better: Attention-based hybrid image quality 13 assessment network,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.126938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ed0e319-139d-4c8b-b8a0-c2dd8265ce43 · outbound

This paper cites Pieapp: Perceptual image- error assessment through pairwise preference,.

Embodied Image Quality Assessment for Robotic Intelligence Pieapp: Perceptual image- error assessment through pairwise preference,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.111702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8932b8b5-3db5-4a05-a982-9087b29d0cb0 · outbound

This paper cites Learning conditional knowledge distillation for degraded-reference image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Learning conditional knowledge distillation for degraded-reference image quality assessment,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.096133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11aaa71a-be55-408c-8a8b-873c166945f1 · outbound

This paper cites Image quality assess- ment: Unifying structure and texture similarity,.

Embodied Image Quality Assessment for Robotic Intelligence Image quality assess- ment: Unifying structure and texture similarity,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.732099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c4adea3-6e5c-44cd-8f1d-558208b96a1c · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Embodied Image Quality Assessment for Robotic Intelligence The unreasonable effectiveness of deep features as a perceptual metric,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.071100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de5ec14b-5025-47f5-9254-dcf1f0d7aed9 · outbound

This paper cites Topiq: A top-down approach from semantics to distortions for image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Topiq: A top-down approach from semantics to distortions for image quality assessment,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.057177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f02d032-c440-40eb-bf5f-e3de7db566ce · outbound

This paper cites Perceptual image quality assessment with transformers,.

Embodied Image Quality Assessment for Robotic Intelligence Perceptual image quality assessment with transformers,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.043327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e6222fe-3513-42da-bc16-455ff4c4218d · outbound

This paper cites Exploring clip for assessing the look and feel of images,.

Embodied Image Quality Assessment for Robotic Intelligence Exploring clip for assessing the look and feel of images,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.750427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e0b25e-1db0-416f-a0ba-be10dc57e2be · outbound

This paper cites Blind image quality assessment using a deep bilinear convolutional neural network,.

Embodied Image Quality Assessment for Robotic Intelligence Blind image quality assessment using a deep bilinear convolutional neural network,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.016698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88a81490-540c-4f8e-b7b4-383baf6c3538 · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence Maniqa: Multi-dimension attention network for no-reference image quality assessment,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:19.002762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b138df14-11c3-4139-9d84-674fd8cda315 · outbound

This paper cites Blind image quality assessment via transformer predicted error map and perceptual quality token,.

Embodied Image Quality Assessment for Robotic Intelligence Blind image quality assessment via transformer predicted error map and perceptual quality token,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:18.987965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24aff8ea-9465-4e3d-b4cb-09c40c64375f · outbound

This paper cites Blindly assess image quality in the wild guided by a self-adaptive hyper network,.

Embodied Image Quality Assessment for Robotic Intelligence Blindly assess image quality in the wild guided by a self-adaptive hyper network,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:18.973516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60d9d947-b5c9-49ff-aaed-4b4de1616854 · outbound

This paper cites Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment.

Embodied Image Quality Assessment for Robotic Intelligence Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T04:35:18.772538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6b9bea-112c-4dde-a691-fe55d30b9142 · outbound

This paper cites IQA-PyTorch: Pytorch toolbox for image quality assessment,.

Embodied Image Quality Assessment for Robotic Intelligence IQA-PyTorch: Pytorch toolbox for image quality assessment,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:35:18.960422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 1633da44-efae-4571-ba58-dfc905e8b01b · inbound

RGC-VQA: An Exploration Database for Robotic-Generated Video Quality Assessment cites this paper.

RGC-VQA: An Exploration Database for Robotic-Generated Video Quality Assessment Embodied Image Quality Assessment for Robotic Intelligence

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:35:10.202236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da25d0b-e30d-4d8a-b4ea-8f2684db844c · inbound

Distortion-Resilient Robotic Imitation Learning for Autonomous Cable Routing cites this paper.

Distortion-Resilient Robotic Imitation Learning for Autonomous Cable Routing Embodied Image Quality Assessment for Robotic Intelligence

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:17:57.674434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.