Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T08:25:45.367443Z
Paper Citation Record · LEDGER
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods
As of 8 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.08379.
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 2026-08-08T06:32:00.761636+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
48 of 48 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 33bf9f29-f057-4bb2-9943-648997f28057 · outbound
This paper cites PoseNet: A convolutional network for real-time 6-dof camera relocalization.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods PoseNet: A convolutional network for real-time 6-dof camera relocalization
Reference 1
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Observation 53f1ff3b-a670-4720-958b-8cc89a990340 · outbound
This paper cites Quantification of Local Symmetry: Application to Tex- ture Discrimination.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Quantification of Local Symmetry: Application to Tex- ture Discrimination
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 82d44fe6-ab14-45a2-9171-d16e9ea14316 · outbound
This paper cites Symmetry reCAPTCHA.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Symmetry reCAPTCHA
Reference 3
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50a1e653-d72d-4c23-88ce-2a9e4b465472 · outbound
This paper cites Accurate Robust Symmetry Estimation.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Accurate Robust Symmetry Estimation
Reference 4
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d5872078-615c-4bc7-b411-af037cfe0615 · outbound
This paper cites Fast and Effective Quantification of Symmetry in Medical Images for Pathology Detection: Application to Chest Radiography.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Fast and Effective Quantification of Symmetry in Medical Images for Pathology Detection: Application to Chest Radiography
Reference 5
- Resolution
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Source-reported events for the cited work
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Observation 3ae96a5b-1f47-45da-bd57-1749d0118bea · outbound
This paper cites A Method for Quantifying Rotational Symmetry.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods A Method for Quantifying Rotational Symmetry
Reference 6
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29eeb8dc-e513-4be3-aeeb-4fd5ef4f8020 · outbound
This paper cites Quantifying Visual Aesthetics Based on Processing Fluency Theory: Four Algorithmic Measures for Antecedents of Aesthetic Preferences.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Quantifying Visual Aesthetics Based on Processing Fluency Theory: Four Algorithmic Measures for Antecedents of Aesthetic Preferences
Reference 7
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.793944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8a8fb8ed-0234-48a9-bad4-d9d8a0e755f6 · outbound
This paper cites Predicting Perceived Visual Complexity of Abstract Patterns Using Com- putational Measures: The Influence of Mirror Symmetry on Complexity Perception.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Predicting Perceived Visual Complexity of Abstract Patterns Using Com- putational Measures: The Influence of Mirror Symmetry on Complexity Perception
Reference 8
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 819078e8-0dde-4019-912f-e8e3f8642dac · outbound
This paper cites IEEE Transactions on Image Processing 26(5), 2274–2285 (2017).
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods IEEE Transactions on Image Processing 26(5), 2274–2285 (2017)
Reference 9
- Resolution
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Observation 2e8a326b-1e3a-4c5e-acce-101ad82dc447 · outbound
This paper cites A New Symmetry Measure Based on Gabor Filters.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods A New Symmetry Measure Based on Gabor Filters
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T08:26:58.784145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 34ad915b-01e5-4e4b-90ce-5d348868aad0 · outbound
This paper cites Symmetry Analysis for 2D Images by Using DCT Coefficients.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Symmetry Analysis for 2D Images by Using DCT Coefficients
Reference 11
- Resolution
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- arxiv_id, observed 2026-07-10T08:26:58.766957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fb1c9ea4-c4da-462f-8574-91ee52161e87 · outbound
This paper cites Using Convolutional Neural Network Filters to Measure Left-Right Mirror Symmetry in Images.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Using Convolutional Neural Network Filters to Measure Left-Right Mirror Symmetry in Images
Reference 12
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.750175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59be78b9-a262-4fa0-b521-a34aea1c9e66 · outbound
This paper cites Symmetry Detection from RealWorld Images Competition 2013: Summary and Results.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Symmetry Detection from RealWorld Images Competition 2013: Summary and Results
Reference 13
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.806094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8f4db56a-011a-4575-b217-13c72fbabd98 · outbound
This paper cites 2017 ICCV Challenge: Detecting Symmetry in the Wild.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods 2017 ICCV Challenge: Detecting Symmetry in the Wild
Reference 14
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.804007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01a5b01b-6ece-4c47-a78b-0094e582ae87 · outbound
This paper cites Detecting Symmetry and Symmetric Constellations of Features.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Detecting Symmetry and Symmetric Constellations of Features
Reference 15
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.820600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c19d2e91-42e3-4f6b-a5ab-4e8d5a73b2a0 · outbound
This paper cites Bilateral Symmetry Detection via Symmetry-Growing.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Bilateral Symmetry Detection via Symmetry-Growing
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation e6e139f9-bbf8-4d1a-92bd-03ae8afb2ac0 · outbound
This paper cites An Adaptive Symmetry Detection Algorithm Based on Local Features.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods An Adaptive Symmetry Detection Algorithm Based on Local Features
Reference 17
- Resolution
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Observation e064c2b9-19f1-465e-a185-6ac25322f567 · outbound
This paper cites Reflection Symmetry Detection Using Locally Affine Invariant Edge Correspondence.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Reflection Symmetry Detection Using Locally Affine Invariant Edge Correspondence
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation dab0c710-1401-40a8-b0b7-5694a8189e24 · outbound
This paper cites Fast Reflectional Symmetry Detection Using Orientation Histograms.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Fast Reflectional Symmetry Detection Using Orientation Histograms
Reference 19
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0f596cfc-bf16-473d-9430-2a755d307a1a · outbound
This paper cites Wavelet-Based Reflection Sym- metry Detection via Textural and Color Histograms.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Wavelet-Based Reflection Sym- metry Detection via Textural and Color Histograms
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72048998-2159-48f2-beea-088ca33b8962 · outbound
This paper cites Image Symmetries: The Right Balance between Evenness and Perception.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Image Symmetries: The Right Balance between Evenness and Perception
Reference 22
- Resolution
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Observation ddaf7ed2-392f-45a0-a309-a6123b13ad37 · outbound
This paper cites Using Phase Information for Symmetry Detection.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Using Phase Information for Symmetry Detection
Reference 23
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.798885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6cd3d7d7-0f3f-42e7-86a8-cf937774fa6c · outbound
This paper cites Finding Mirror Symmetry via Registration and Optimal Symmetric Pairwise Assignment of Curves.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Finding Mirror Symmetry via Registration and Optimal Symmetric Pairwise Assignment of Curves
Reference 24
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.818460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8441b252-11be-4f1c-b3ad-879aceebfc7a · outbound
This paper cites Learning-Based Symmetry Detection in Natural Images.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Learning-Based Symmetry Detection in Natural Images
Reference 25
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.763425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2860854b-08aa-4797-9d3a-130f0a28d669 · outbound
This paper cites SRN: Side-Output Residual Network for Object Symmetry Detection in the Wild.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods SRN: Side-Output Residual Network for Object Symmetry Detection in the Wild
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation 318b754f-e272-4442-bc58-a74d128d7fdd · outbound
This paper cites A ConvNet for the 2020s.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods A ConvNet for the 2020s
Reference 27
- Resolution
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Observation d3589bce-5aa6-420b-b5a7-cdc4e292f67f · outbound
This paper cites CLIPSym: Delving into Symmetry Detection with CLIP.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods CLIPSym: Delving into Symmetry Detection with CLIP
Reference 29
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Observation 5624ff5f-be1b-4815-921a-77a3fbc29fb8 · outbound
This paper cites Masset, R.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Masset, R
Reference 31
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Observation b4d31342-d3b0-495d-815e-c2a62553d86b · outbound
This paper cites Detection of the Optimal Reflection Symmetry Axis with the Jaccard Index and the Radon Transform.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Detection of the Optimal Reflection Symmetry Axis with the Jaccard Index and the Radon Transform
Reference 32
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Observation 46962e06-304a-4151-b519-f940af29d86e · outbound
This paper cites Mirror Symmetry Detection in Digital Images:.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Mirror Symmetry Detection in Digital Images:
Reference 33
- Resolution
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Observation 950ca61e-5e37-46b2-b349-10ef482a5f4c · outbound
This paper cites ALGORITHMS FOR ADJUSTMENT OF SYM- METRY AXIS FOUND FOR 2D SHAPES BY THE SKELETON COMPARISON METHOD.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods ALGORITHMS FOR ADJUSTMENT OF SYM- METRY AXIS FOUND FOR 2D SHAPES BY THE SKELETON COMPARISON METHOD
Reference 34
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.837578Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1aab93b7-9b0e-4804-a664-1b754b49b588 · outbound
This paper cites Detection of Mirror-Symmetric Image Patches.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Detection of Mirror-Symmetric Image Patches
Reference 35
- Resolution
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- doi, observed 2026-07-10T08:26:58.808177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d335229-a0db-4e59-aa73-67b0f13c2542 · outbound
This paper cites The Gradient Product Transform: An Image Filter for Sym- metry Detection.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods The Gradient Product Transform: An Image Filter for Sym- metry Detection
Reference 37
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.835750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 24fa5724-be7d-42e4-9f2b-a3c55ef17f71 · outbound
This paper cites Computational Modeling and Experimental Investigation of Effects of Compositional Elements on Interface and Design Aesthetics.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Computational Modeling and Experimental Investigation of Effects of Compositional Elements on Interface and Design Aesthetics
Reference 38
- Resolution
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- doi, observed 2026-07-10T08:26:58.773495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c195e76-2056-4b70-8430-1ccfa752f0f6 · outbound
This paper cites Frontiers in Psychology 9, 797 (2018) https://doi.org/10.3389/fpsyg.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Frontiers in Psychology 9, 797 (2018) https://doi.org/10.3389/fpsyg
Reference 39
- Resolution
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Observation a79fd8b3-7a15-476f-ac6c-6e2fae65b2fc · outbound
This paper cites Robust Midsagittal Plane Extraction from Coarse, Patho- logical 3D Images.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Robust Midsagittal Plane Extraction from Coarse, Patho- logical 3D Images
Reference 40
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.788488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6014f81d-3e23-4fd9-be03-6600ba7e8ceb · outbound
This paper cites Extracting the Symmetry of the Human Face from Digital Photographs.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Extracting the Symmetry of the Human Face from Digital Photographs
Reference 41
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9e0d5add-494c-4ca7-aa14-199307abce01 · outbound
This paper cites A Toolbox for Calculating Objective Image Properties in Aesthetics Research.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods A Toolbox for Calculating Objective Image Properties in Aesthetics Research
Reference 42
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 490335ca-2606-42fe-89d9-e88a7ebab021 · outbound
This paper cites An Image Quality Metric Based on Corner, Edge and Symmetry Maps.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods An Image Quality Metric Based on Corner, Edge and Symmetry Maps
Reference 43
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.771283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4aeeeb91-6dc8-4b38-886d-d7b658b1fa52 · outbound
This paper cites SymmMap: Estimation of the 2-D Reflection Symmetry Map and Its Applications.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods SymmMap: Estimation of the 2-D Reflection Symmetry Map and Its Applications
Reference 44
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.830169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e9b179a1-9ce8-4b29-909a-6006842f78bb · outbound
This paper cites From Pixels to Perception: A Benchmark for Human-like Symmetry Detection.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods From Pixels to Perception: A Benchmark for Human-like Symmetry Detection
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T08:26:58.778874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 93ebb692-8904-4b98-b3ec-5c6502e3ce69 · outbound
This paper cites Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138
Reference 46
- Resolution
- malformed identifier
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation add647e4-c3e0-4b3a-8770-2b9afdc98c00 · outbound
This paper cites Histograms of Oriented Gradients for Human Detection.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Histograms of Oriented Gradients for Human Detection
Reference 47
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.816419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1aec2fdc-b0af-455f-941a-94f9179eb1cc · outbound
This paper cites Representing Shape with a Spatial Pyramid Kernel.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Representing Shape with a Spatial Pyramid Kernel
Reference 48
- Resolution
- verified exact
- doi, observed 2026-07-10T08:26:58.747658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2be231b2-c569-453a-8828-b9aa78e5e436 · outbound
This paper cites Target: X5.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Target: X5
Reference 49
- Resolution
- metadata mismatch
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a397a95-567e-4b24-8868-553d6865cde6 · outbound
This paper cites MambaOut: Do We Really Need Mamba for Vision?.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods MambaOut: Do We Really Need Mamba for Vision?
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T08:26:59.091338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6b5271a6-dd90-47d4-b144-9be998374d73 · outbound
This paper cites The Canonical Deep Neural Network as a Model for Human Symme- try Processing.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods The Canonical Deep Neural Network as a Model for Human Symme- try Processing
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T08:26:58.813914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation acda9311-e5bd-4302-bde6-7ff4c3dd1c26 · outbound
This paper cites Improving Calibration of Thermal Stereo Cameras Using Heated Calibration Board.
Classical versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods Improving Calibration of Thermal Stereo Cameras Using Heated Calibration Board
Reference 52
- Resolution
- malformed identifier
- doi_truncated, observed 2026-07-10T08:26:58.822473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.