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Soar: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients

https://doi.org/10.2139/ssrn.4820880
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8/8 checkable references clean · checked 2026-08-29

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

21 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 8 checked references that resolve
resolves10.1609/aaai.v35i4.16426
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
resolves10.1109/TMM.2018.2818020
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
resolves10.1109/TPAMI.2020.2974745
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection
resolves10.1007/978-3-030-58558-7_12
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments
resolves10.1109/TPAMI.2016.2577031
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
resolves10.1007/s11263-009-0275-4
The Pascal Visual Object Classes (VOC) Challenge
resolves10.1609/aaai.v34i07.6999
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
resolves10.1109/TPAMI.2021.3117983
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges
The 21 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedAlign deep features for oriented object detection
no DOI — not checkedTowards more robust detection for small, cluttered and rotated objects
no DOI — not checkedLearning roi transformer for oriented object detection in aerial images
no DOI — not checkedRedet: A rotation-equivariant detector for aerial object detection
no DOI — not checkedOriented reppoints for aerial object detection
no DOI — not checkedRethinking rotated object detection with gaussian wasserstein distance loss
no DOI — not checkedLearning high-precision bounding box for rotated object detection via kullbackleibler divergence
no DOI — not checkedref13
no DOI — not checkedVarifocalnet: An iouaware dense object detector
no DOI — not checkedCascade r-cnn: Delving into high quality object detection
no DOI — not checkedA large-scale hierarchical image database
no DOI — not checkedref19
no DOI — not checkedFeature pyramid networks for object detection
no DOI — not checkedref22
no DOI — not checkedref23
no DOI — not checkedCspnet: A new backbone that can enhance learning capability of cnn
no DOI — not checkedSlicing aided hyper inference and fine-tuning for small object detection
no DOI — not checkedref26
no DOI — not checkedref27
no DOI — not checkedref29
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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