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Object Detection In Aerial Images

Object Detection in Aerial Images is the task of detecting objects from aerial images.

( Image credit: DOTA: A Large-Scale Dataset for Object Detection in Aerial Images )

Papers

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Showing 51–100 of 107 papers

TitleStatusHype
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images—0
Investigating the Challenges of Class Imbalance and Scale Variation in Object Detection in Aerial Images—0
The KFIoU Loss for Rotated Object DetectionCode2
Object Detection in Aerial Images: What Improves the Accuracy?—0
Anchor Retouching via Model Interaction for Robust Object Detection in Aerial ImagesCode1
Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images—0
RelationRS: Relationship Representation Network for Object Detection in Aerial Images—0
DARDet: A Dense Anchor-free Rotated Object Detector in Aerial ImagesCode1
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object DetectionCode1
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial ImagesCode0
Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram—0
Oriented R-CNN for Object DetectionCode1
Optimizing Data Processing in Space for Object Detection in Satellite Imagery—0
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object DetectionCode1
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler DivergenceCode0
Oriented RepPoints for Aerial Object DetectionCode1
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object DetectionCode1
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection—0
Optimization for Arbitrary-Oriented Object Detection via Representation Invariance LossCode1
Learning Calibrated-Guidance for Object Detection in Aerial ImagesCode1
ReDet: A Rotation-equivariant Detector for Aerial Object DetectionCode1
Object Detection in Aerial Images: A Large-Scale Benchmark and ChallengesCode1
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance LossCode0
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
Tiny Object Detection in Aerial ImagesCode1
MRDet: A Multi-Head Network for Accurate Oriented Object Detection in Aerial Images—0
Dynamic Anchor Learning for Arbitrary-Oriented Object DetectionCode1
Dense Label Encoding for Boundary Discontinuity Free Rotation DetectionCode1
CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images—0
PolarDet: A Fast, More Precise Detector for Rotated Target in Aerial Images—0
Single-Stage Rotation-Decoupled Detector for Oriented ObjectCode1
AMRNet: Chips Augmentation in Aerial Images Object Detection—0
Align Deep Features for Oriented Object DetectionCode1
Oriented Object Detection in Aerial Images with Box Boundary-Aware VectorsCode1
Accelerating Deep Learning Applications in Space—0
PIoU Loss: Towards Accurate Oriented Object Detection in Complex EnvironmentsCode1
Dynamic Refinement Network for Oriented and Densely Packed Object DetectionCode1
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial ImageryCode1
SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss SmoothingCode1
Density Map Guided Object Detection in Aerial ImagesCode1
Axis Learning for Orientated Objects Detection in Aerial Images—0
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
Oriented Objects as pairs of Middle Lines—0
IENet: Interacting Embranchment One Stage Anchor Free Detector for Orientation Aerial Object Detection—0
Gliding vertex on the horizontal bounding box for multi-oriented object detectionCode0
Learning Modulated Loss for Rotated Object DetectionCode0
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating ObjectCode1
Adaptive Period Embedding for Representing Oriented Objects in Aerial Images—0
Learning RoI Transformer for Oriented Object Detection in Aerial ImagesCode1
Clustered Object Detection in Aerial ImagesCode0
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