Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T19:12:39.661517Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2411.10924.
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 2026-08-12T19:12:39.661517Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 65648a22-cafa-4b92-9d29-d730260920c6 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Near-infrared hyperspectral reflectance imaging for detection of bruises on pickling cucumbers,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bc265fc9-6d2c-4116-8e58-af8d107173b5 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Rapid detection and visualization of slight bruise on apples using hyperspectral imaging,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ab7c09c1-bd48-4cdf-9843-95493fd590fc · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Hyperspectral imaging technology for rapid detection of various microbial contaminants in agricultural and food products,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 47d1728c-45b5-48c2-915b-490836f202f1 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Exploring the potential of nir hyperspectral imaging for automated quantification of rind amount in grated parmigiano reggiano cheese,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9b112f72-db66-4afd-bece-3f7ae5b0bbbb · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Colour analysis in sausages stuffed in mod- ified casings with different storage days using hyperspectral imaging–a feasibility study,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2c67ede4-8165-4e15-ae0a-bc6c99109e03 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Predicting wheat kernels’ protein content by near infrared hyperspectral imaging,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9fa3bf73-a97e-4328-97fd-b33d8159831d · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Identification of wheat classes at different moisture levels using near-infrared hyperspectral images of bulk samples,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e2041662-6cb3-46ce-8428-0962453f0220 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Detection of sprout damage in wheat kernels using nir hyperspectral imaging,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f3ab769-cbec-41e9-8b82-5d0775270ee6 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Compar- ison of vis-nir and swir hyperspectral imaging for the non-destructive detection of don levels in fusarium head blight wheat kernels and wheat flour,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3efb14aa-8652-43cc-abf2-eb739d9d9e02 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Classification of cereal flour species using raman spectroscopy in combination with spectra quality control and multivariate statistical analysis,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8f71a03c-e20f-4478-9b2a-ad5255292db4 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Detection of sprouted wheat kernels using soft x-ray image analysis,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ccfda7f2-a652-4de6-b3ab-f24a7dd787fb · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Rapid classification of wheat grain varieties using hyperspectral imaging and chemometrics,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 97c1276d-edc6-4f37-ad7a-6be254b020a3 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Classification of cereal grains using machine vision: Iv. combined morphology, color, and texture models,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 182bb875-acab-4646-9be4-0e67d787a9e9 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Iden- tification of nine iranian wheat seed varieties by textural analysis with image processing,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 05767d3f-53cc-46d8-98ee-88c6f4ff0703 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Hyperspectral imaging–an emerging process analytical tool for food quality and safety control,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0d915c53-e9e7-4b89-9fc5-def969c42d44 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Single-kernel near-infrared protein prediction and the role of kernel weight in hard red winter wheat,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7c446877-d727-4b28-ba07-0621999bc876 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Variety identification of single rice seed using hyperspectral imaging combined with convolutional neural network,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4bdbf9f2-8e46-4806-a103-8e245470c24c · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Hyperspectral imaging for accurate determination of rice variety using a deep learning network with multi-feature fusion,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bb23e372-512d-48cd-83b6-3aaeba2f71db · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data A guide to employ hyperspectral imaging for assessing wheat quality at different stages of supply chain in australia: A review,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c43dc55b-e9e2-4aa7-9be9-0e628601270f · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Detection of broken kernels content in bulk wheat samples using near-infrared hyperspectral imaging,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 626886cd-c2e7-484d-8e89-e0f672db8acc · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Determination of damaged wheat kernels with hyperspectral imaging analysis,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1660b2ef-a464-47f1-a367-4b9703773f85 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Hyperspectral imaging for classification of bulk grain samples with deep convolutional neural networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ff0ea327-967b-4bb4-81da-15baac0b95cd · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data A laboratory-created dataset with ground truth for hyperspectral unmixing evaluation,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e398b8a5-3e78-4283-a5f8-f5ad306d7f19 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Recent advances in multi-and hyperspectral image analysis,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07f26125-0fe1-4cb6-a611-63d33b0a1683 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Few-shot fine-grained image classification: A comprehensive review,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ba1e6229-0bb1-4739-af2e-3cc0912cb2a5 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Few- shot hyperspectral image classification based on adaptive subspaces and feature transformation,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f9cae09a-f449-4d9a-807a-8fc2205cc53b · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Diversity with cooperation: Ensemble methods for few-shot classification,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7f82c14b-829a-4cb5-8c24-8c4780a33d7f · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Deep metric learning for few- shot image classification: A review of recent developments,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 572fe4a6-7e10-4794-8621-c24b61220e84 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Unlocking the capabilities of explainable few-shot learning in remote sensing,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dcb5d154-bffd-4ea5-a13c-df2956c51bfd · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Model-agnostic meta-learning for fast adaptation of deep networks,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7052993d-c26d-4f7c-b814-3e2c1d5f0b3e · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84920654-c7da-42eb-b3dd-9660db5a8a3a · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Genetically engineered crops for sustainably enhanced food production systems,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5fd2cd2b-69b8-4c1a-9230-23dc367d6c2f · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data A closer look at few-shot classification again,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 49c21832-cc16-4a24-8c97-3cf637879b4d · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Few-shot open-set recognition of hyperspectral images with outlier calibration network,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90e37c8e-eff0-478c-8fb4-90f6e5667bc2 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Fusion of hyperspectral imaging (hsi) and rgb for identification of soy- bean kernel damages using shufflenet with convolutional optimization and cross stage partial architecture,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f360a2ee-3f21-4d3d-922d-cf7120424203 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 918095e4-b9b4-4d5b-a7ba-0fc5614cdc1e · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Motion deblurring with real events,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2ea3c8f2-7072-4b37-a9f2-a9281cd4ccdc · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Generalizing from a few examples: A survey on few-shot learning,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b238cbe0-211a-4fae-8208-4225ffb7682c · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Learning from Few Examples: A Summary of Approaches to Few-Shot Learning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 590303c7-0ee0-4566-8bed-5d8685b02761 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Metric learning: A survey. foundations and trends® in machine learning 5 (4), 287–364 (2013)
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8ea9976e-11e8-4ef9-9007-bd0967dfdd9e · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Prototypical networks for few-shot learning,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54bc432f-c40d-4e80-98e7-a637eeb66460 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Squeeze-and-excitation networks,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3b5c91c-3d41-404f-a765-9e6dba4e0b22 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Empirical analysis of squeeze and excitation based densely connected cnn for chilli leaf disease identification,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 94197c15-a2df-4295-97dc-c271a5ee0cde · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Hyperspectral image classification using an encoder-decoder model with depthwise separable convolution, squeeze and excitation blocks,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee864b4e-303c-432c-be32-b09a66339c7e · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Advances in hyperspec- tral image classification methods with small samples: A review,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7aefa7b3-3901-4ab5-8c16-47ce2f50f462 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Spectral–spatial residual network for hyperspectral image classification: A 3-d deep learning framework,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5cb218f-ab6f-4537-a234-0a9dec76beeb · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data A improved pooling method for convolutional neural networks,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0941cbfd-f226-42ef-b404-394b6164de55 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Specim. specim fx17,,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 199f4c34-7bd9-4fb4-8912-3f87306383b3 · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Improving deep learning on hyperspectral images of grain by incorporating domain knowledge from chemometrics,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ee5bedfa-9d8e-4b36-8692-c95a482b074a · outbound
Hyperspectral Imaging-Based Grain Quality Assessment With Limited Labelled Data Visualizing data using t-sne
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.