---
title: "Indian Pines: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 22 archived papers mentioned Indian Pines in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (3)."
url: https://scholar4ai.com/datasets/indian-pines
markdown_url: https://scholar4ai.com/datasets/indian-pines.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 22 archived papers mentioned Indian Pines in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (3). (as of 2026-11-04)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T18:03:26+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# Indian Pines

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/4.md)

Hyperspectral and aerial image collections used to compare classification and detection methods.

- data category: Remote sensing benchmarks
- 0 papers in the last 7 days
- Names searched for: Indian Pines

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Remote sensing benchmarks datasets: https://scholar4ai.com/datasets/remote-sensing-benchmarks.md



## Key findings

- From Nov 2023 to Oct 2026, 22 archived papers mentioned Indian Pines in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2024 (3).
- Indian Pines was mentioned in 1 paper in the last 30 days (2026-10-06 to 2026-11-04), ranking #172 of the 255 datasets mentioned.
- By journal category: AI (1).
- Most of them appeared in Swarm and Evolutionary Computation (1).
- From 2017 to 2026 (so far), Indian Pines was mentioned in 33 papers in the tracked journals, most of them in AI (30), statistics (2) and operations research (1).
- 8 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Chinese Academy of Sciences (4), Aerospace Information Research Institute (2) and Henan University of Technology (2).
- The journals publishing most of them were Neural Computing and Applications (5), Artificial Intelligence Review (3) and Neural Networks (3).
- The most-cited of them is “Deep support vector machine for hyperspectral image classification” (Pattern Recognition, 2020), with 285 citations.
- Papers use Indian Pines most often with Pavia University / Pavia Centre (12), CIFAR-10 / CIFAR-100 (4) and ImageNet (4); it has 6 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 9 | 8 | 5 | 22 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 1 | 0 | 4 | 2 | 1 | 4 | 8 | 7 | 3 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 1 | 0 | 4 | 2 | 1 | 4 | 9 | 8 | 4 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 5 |
| 2 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 3 |
| 3 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 3 |
| 4 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2 |
| 5 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2 |
| 6 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 1 |
| 7 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| 8 | [Image and Vision Computing](https://scholar4ai.com/journals/image-and-vision-computing.md) | 1 |
| 9 | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 1 |
| 10 | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 4 |
| 2 | Aerospace Information Research Institute | 2 |
| 3 | Henan University of Technology | 2 |
| 4 | [Nanyang Technological University](https://scholar4ai.com/institutions/nanyang-technological-university.md) | 2 |
| 5 | [University of Chinese Academy of Sciences](https://scholar4ai.com/institutions/university-of-chinese-academy-of-sciences.md) | 2 |
| 6 | [University of Technology Sydney](https://scholar4ai.com/institutions/university-of-technology-sydney.md) | 2 |
| 7 | Adelaide University | 1 |
| 8 | Astronomical Observatory of Capodimonte | 1 |
| 9 | [Beihang University](https://scholar4ai.com/institutions/beihang-university.md) | 1 |
| 10 | [Beijing Institute of Technology](https://scholar4ai.com/institutions/beijing-institute-of-technology.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 12 |
| 2 | India | 5 |
| 3 | United States | 4 |
| 4 | Italy | 3 |
| 5 | Australia | 2 |
| 6 | Egypt | 2 |
| 7 | Hong Kong | 2 |
| 8 | Singapore | 2 |
| 9 | United Arab Emirates | 1 |
| 10 | France | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | hyperspectral image classification | 11 |
| 2 | Indian Pines | 7 |
| 3 | Salinas | 4 |
| 4 | hyperspectral imagery | 4 |
| 5 | 3D convolution | 3 |
| 6 | University of Pavia | 3 |
| 7 | [computational efficiency](https://scholar4ai.com/keywords/computational-efficiency.md) | 3 |
| 8 | land cover classification | 3 |
| 9 | spectral-spatial fusion | 3 |
| 10 | Mamba | 2 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 285 | 3.5 | [Deep support vector machine for hyperspectral image classification](https://doi.org/10.1016/j.patcog.2020.107298) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2020-02-22 | Onuwa Okwuashi, Christopher E. Ndehedehe |
| 2 | 221 | 6.1 | [A survey on few-shot class-incremental learning](https://doi.org/10.1016/j.neunet.2023.10.039) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2023-10-31 | Songsong Tian, Lusi Li, Weijun Li et al. |
| 3 | 152 | 2.2 | [A versatile deep learning architecture for classification and label-free prediction of hyperspectral images](https://doi.org/10.1038/s42256-021-00309-y) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | 2021-03-11 | Bryce Manifold, Shuaiqian Men, Ruoqian Hu et al. |
| 4 | 117 | 4.3 | [Breaking the data barrier: a review of deep learning techniques for democratizing AI with small datasets](https://doi.org/10.1007/s10462-024-10859-3) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2024-08-02 | Ishfaq Hussain Rather, Sushil Kumar, Amir H. Gandomi |
| 5 | 74 | 1.5 | [3D residual spatial–spectral convolution network for hyperspectral remote sensing image classification](https://doi.org/10.1007/s00521-022-07933-8) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 2022-10-23 | Hüseyin Fırat, Mehmet Emin Asker, Mehmet İlyas Bayındır et al. |

## Used together with

Papers use Indian Pines most often with Pavia University / Pavia Centre (12), CIFAR-10 / CIFAR-100 (4) and ImageNet (4); it has 6 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

*What papers use Indian Pines together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Pavia University / Pavia Centre](https://scholar4ai.com/datasets/pavia-university-pavia-centre.md) | Dataset | 12 | 695.9 |
| [CIFAR-10 / CIFAR-100](https://scholar4ai.com/datasets/cifar-10-cifar-100.md) | Dataset | 4 | 4.2 |
| [ImageNet](https://scholar4ai.com/datasets/imagenet.md) | Dataset | 4 | 2.5 |
| [ADNI](https://scholar4ai.com/datasets/adni.md) | Dataset | 3 | 17.8 |
| [MNIST / Fashion-MNIST](https://scholar4ai.com/datasets/mnist-fashion-mnist.md) | Dataset | 3 | 3.9 |
| [PASCAL VOC](https://scholar4ai.com/datasets/pascal-voc.md) | Dataset | 3 | 13.1 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning Indian Pines in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-23 | [Thermodynamically governed unified optimisation: Regime dependence across scalar, multimodal, and multiobjective search](https://doi.org/10.1016/j.swevo.2026.102586) | [Swarm and Evolutionary Computation](https://scholar4ai.com/journals/swarm-and-evolutionary-computation.md) | Krishnan Batri, G. Geetha, Lakshmi S | Sharda University |

## Cite this page

Scholar4AI. (2026). Indian Pines. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/indian-pines

```bibtex
@misc{scholar4ai-datasets-indian-pines,
  author = {{Scholar4AI}},
  title = {Indian Pines},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/indian-pines}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).