Pith. sign in

Paper Citation Record · LEDGER

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2412.00283.

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

pith.paper-citation-record.v1
2412.00283 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:37:39.694538Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

  • verified exact1
  • verified fuzzy20
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbd2c53b-4867-43aa-ba77-54d13eb5326d · outbound

This paper cites Hyperspectral image super-resolution meets deep learning: A survey and perspective,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hyperspectral image super-resolution meets deep learning: A survey and perspective,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.200210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.538751Z digest=sha256:136befd1c396c4db4c93a2d14abe115b82d7784933c94c915f26daaa9de91e2c

Observation 93d01952-272d-432b-a115-7e8edc0052d7 · outbound

This paper cites Bands sensitive convolutional network for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Bands sensitive convolutional network for hyperspectral image classification,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.184365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.544145Z digest=sha256:0d9ba72d741998d503ab664d16161ea29e125355ae58502a77b04cc5e4ab03b1

Observation a6e8621c-7e16-4609-9393-6dac863f74f9 · outbound

This paper cites Ikeuchi, Computer vision: A reference guide.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Ikeuchi, Computer vision: A reference guide

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.167669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.549674Z digest=sha256:dc9c481eabdf7fb633cca5468ccc789878f8752f4366dfa84cc586f003c70245

Observation ee9482e9-d5d2-4dc6-9168-e55d49fb84d6 · outbound

This paper cites The role of hyperspectral imaging: A literature review,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning The role of hyperspectral imaging: A literature review,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.151501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.555086Z digest=sha256:6ca7b27f8223d5951781b594aadc57c77a417c8a2d1d3fefe3d0ebc4587d6715

Observation e7f4d512-7575-4347-b868-28bd1e108d71 · outbound

This paper cites A review on the combination of deep learning techniques with proximal hyperspectral images in agriculture,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning A review on the combination of deep learning techniques with proximal hyperspectral images in agriculture,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.135604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.560488Z digest=sha256:a5836a6fcc2be5975719cf4fac3b2527088c2ee86f2f7a30961fc50c5437260d

Observation 575817b7-7af7-4ba3-82f8-d7c824071026 · outbound

This paper cites Automatic apple recognition based on the fusion of color and 3D feature for robotic fruit picking,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Automatic apple recognition based on the fusion of color and 3D feature for robotic fruit picking,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.120461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.565246Z digest=sha256:82ff10e54c83a1f471fafea01523e98d008602a8488e3c693a3755de4088c608

Observation a89220f9-15c4-4e4c-8fd7-b790b808bbf2 · outbound

This paper cites an unresolved cited work.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:37:40.103766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.570810Z digest=sha256:efab9a56108915416d3c9ebfc616d533853ef201d863b0f4333ce0dcf412c3f8

Observation a63c5361-918e-4a3f-8e98-220f8605e5f4 · outbound

This paper cites Land use and land cover classification with hyperspectral data: A comprehensive review of methods, challenges and future directions,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Land use and land cover classification with hyperspectral data: A comprehensive review of methods, challenges and future directions,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.089105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.575202Z digest=sha256:c4c30d8d582fc352a082211a2024173a923f779ae404731f25ac8aab889e6261

Observation fe4bb6c5-a05d-4e38-b98f-5cf406b3aa5e · outbound

This paper cites Bs-nets: An end-to-end framework for band selection of hyperspectral image,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Bs-nets: An end-to-end framework for band selection of hyperspectral image,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.073095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.579681Z digest=sha256:0f899a4d11aae9f347c11a37c084ff1f4c8a82278cc463fa6164f492f85d8566

Observation cd5d4f0e-4b69-48fc-8d76-82894db34d7a · outbound

This paper cites Attend in bands: Hyperspectral band weighting and selection for image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Attend in bands: Hyperspectral band weighting and selection for image classification,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.057341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.584816Z digest=sha256:717cb44608c9fed6a17e482fb1ba375c0f1cb4ffc64141cc1a8d2e5707b162d1

Observation 10234f82-3bd4-4fa6-9fd6-5aec99dcf045 · outbound

This paper cites Lidar-guided cross-attention fusion for hyperspectral band selection and image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Lidar-guided cross-attention fusion for hyperspectral band selection and image classification,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:40.042021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.589286Z digest=sha256:8c5a184f644cbca2d2ad0a633888fa0c02cacdfd0efd2f141972977a7b6e1966

Observation 9eb7ff84-2d10-48ca-bddc-c27ba653e5f7 · outbound

This paper cites Hyperspectral band selection: A review,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hyperspectral band selection: A review,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.595003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.595003Z digest=sha256:3825d8ce423be181b20911d34ba7b7e8c964cfe2a904500c43e019db119c313a

Observation cb480444-311b-420c-98aa-bc1046f0e570 · outbound

This paper cites Attention is all you need,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Attention is all you need,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.599618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.599618Z digest=sha256:7a3557db6e72651a7ce83d0cda8854037a76f0dcc796e1b017799b779a379dcc

Observation 4bbf3b63-0dbd-4596-a277-544dfc64d88a · outbound

This paper cites Transformers in remote sensing: A survey,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Transformers in remote sensing: A survey,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.604215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.604215Z digest=sha256:41a0e22bd7402d44b48cc8458feab4233e3c4202dafc284f9f301c6432dbcf80

Observation e5ec4ca2-f8b7-4883-957a-73f842722b81 · outbound

This paper cites Spectralformer: Rethinking hyperspectral image classification with transformers,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Spectralformer: Rethinking hyperspectral image classification with transformers,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.995652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.609991Z digest=sha256:0ddbfb9ea1d2276cac854c3b19657025d7e5e579ae806c061dec04c2f10276cf

Observation 83c1a124-f9aa-4f4d-b5d3-052b4f3d58bd · outbound

This paper cites Hsi-bert: Hyperspectral image classification using the bidirectional encoder representation from transformers,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hsi-bert: Hyperspectral image classification using the bidirectional encoder representation from transformers,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.614521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.614521Z digest=sha256:3d117ea87e14d5647eb5bb4f3cea3b8c252cff39b639b76f38da6cbf7c72c814

Observation 21670d89-c51b-4b9c-af9c-c8b72d582604 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.619070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.619070Z digest=sha256:2d06af87913fbd34549cbd0489816eaaafb1ebcefb80e3b849604bcf23e7b2ac

Observation 4f596a8d-4cf7-44dd-b0f5-953460c00806 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.624880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.624880Z digest=sha256:0640eaa9c20c364364aee1a557c78eca98250e47276d2d17057bd8e2ef208b8a

Observation 273ea42e-3b54-488b-a708-eeee851f3aec · outbound

This paper cites Learning compact and discriminative stacked autoencoder for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Learning compact and discriminative stacked autoencoder for hyperspectral image classification,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.970927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.630193Z digest=sha256:0e88533f6a17b4722578fc629b234eb635afcee6e5df6049b7bb0d0536385da7

Observation 1f3312af-79c8-4ff5-992b-6c59a6f5a3ae · outbound

This paper cites Convolutional neural networks for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Convolutional neural networks for hyperspectral image classification,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.954942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.635896Z digest=sha256:6e2d33e54c7205da08bd8d79ec8ea9bafdda4cc5f613225c5102bd1e447cd1cc

Observation 5f8f007c-fa49-4a80-8c40-2a5538ad1b56 · outbound

This paper cites Deep recurrent neural networks for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Deep recurrent neural networks for hyperspectral image classification,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.937308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.640362Z digest=sha256:2f42c5724cababad4107ed95145c1047edc946cc35bcb63110ca6ea1692e27b6

Observation 427b5397-e897-48b1-bf8b-fd9285245d52 · outbound

This paper cites Generative adversarial networks for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Generative adversarial networks for hyperspectral image classification,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.921381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.645028Z digest=sha256:65ffdbbfa80f8e44486ae7333f72de249f766c0268a78656a7e31c50332b6bfa

Observation 379b4ff8-6367-4704-aac5-9b7679fcdb6c · outbound

This paper cites Capsule networks for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Capsule networks for hyperspectral image classification,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.904469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.650702Z digest=sha256:927ae66a8c31a578f417225651ce4aa3c02f346007e7a5fb610cd7e0f01f15ce

Observation 60939098-fb49-4f35-8da0-92c0d30b72c7 · outbound

This paper cites Hyperspectral image classification with deep learning models,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hyperspectral image classification with deep learning models,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.887567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.655231Z digest=sha256:a177214f4a6ad70f2c67fdc6221d871c3dfc6103bf4ba8942e3c7bf804bf1938

Observation d0b46b17-5ccd-42e2-8ed0-cd4105a82360 · outbound

This paper cites Multi-scale 3d deep convolutional neural network for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Multi-scale 3d deep convolutional neural network for hyperspectral image classification,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.871135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.659644Z digest=sha256:cca0d3ae62560376f574951c4a4058f269124e2b2d0da1fef267c33818dc435a

Observation a6c7e52b-25f8-4c76-bce7-33b122cee7b2 · outbound

This paper cites DeepViT: Towards Deeper Vision Transformer.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning DeepViT: Towards Deeper Vision Transformer

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.664145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.664145Z digest=sha256:e96121da86e844d78e1ebe578e0e03e133038f0bd3738de375de604e78999e18

Observation 8201113f-11c4-4477-b026-2e30cc2c503e · outbound

This paper cites Tokens-to-token vit: Training vision transformers from scratch on imagenet,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Tokens-to-token vit: Training vision transformers from scratch on imagenet,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.670002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.670002Z digest=sha256:f35f1367f50f56015b70d4dc6b2a5117f073790907e511b940180945984f9550

Observation ad8014e3-a251-4c2b-afc9-877dd283c339 · outbound

This paper cites Levit: a vision transformer in convnet’s clothing for faster inference,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Levit: a vision transformer in convnet’s clothing for faster inference,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.846183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.674672Z digest=sha256:d3bc2117af7e8408685b90e6db95090573b376f23e4f8d87ca373613a776cd3a

Observation 7dbada21-9603-427d-af41-62254f407459 · outbound

This paper cites Hyperspectral image transformer classification networks,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hyperspectral image transformer classification networks,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:37:39.829766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.679287Z digest=sha256:45dcbf451af3db97cbb9329d95d2850d1214dc3e8a9d622e9fffbbff5974c401

Observation 6f722fa6-bc97-4869-896b-1b0e5ab5994b · outbound

This paper cites Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classification

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-12T05:37:39.754052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-12T05:37:39.683883Z digest=sha256:b4b135ea270e5031e18fab748d287e7696ee61485ffa31557dfb0097f1db790b

Observation 95319997-f4d2-4b74-86c7-b23ab4fca55b · outbound

This paper cites Spectral–spatial feature tokenization transformer for hyperspectral image classification,.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Spectral–spatial feature tokenization transformer for hyperspectral image classification,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.689905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.689905Z digest=sha256:3663529bd346164c24a21bdf02dca7c3ef5be20e6e2b2b376fd17b4593ed525e

Observation d992e2ae-d36e-432b-8d1b-9a7985a1dcac · outbound

This paper cites Hungry Hungry Hippos: Towards Language Modeling with State Space Models.

Hyperspectral Images Efficient Spatial and Spectral non-Linear Model with Bidirectional Feature Learning Hungry Hungry Hippos: Towards Language Modeling with State Space Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T05:37:39.694538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:37:39.694538Z digest=sha256:4131a5b51a5ac099e1c5774c92ee085dadfa9a033f5843482331faae51002db6

Pith citing papers

No inbound Pith citation observations are available.