Keyword

small object detection

Description: Small object detection is a computer vision task involving the identification and localization of objects occupying relatively few pixels in images or video.

Primary topic: Advanced Neural Network Applications (54%)

Wikidata ID: wiki/Q114212875

OpenAlex ID: keywords/small-object-detection

Deformable DETR: Deformable Transformers for End-to-End Object Detection

2020 · Zhu, Xizhou, Su, Weijie, et al. · arXiv (Cornell University) · 3,871

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YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness

2024 · Rejin Varghese, Sambath M. · 1,967

DSSD : Deconvolutional Single Shot Detector

2017 · Fu, Cheng-Yang, Liu, Wei, et al. · arXiv (Cornell University) · 1,626

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A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

2016 · Zhaowei Cai, Quanfu Fan, et al. · Lecture notes in computer science · 1,607

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A Local Contrast Method for Small Infrared Target Detection

2013 · C. L. Philip Chen, Hong Li, et al. · IEEE Transactions on Geoscience and Remote Sensing · 1,353

Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks

2016 · Sean Bell, C. Lawrence Zitnick, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,332

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Infrared Patch-Image Model for Small Target Detection in a Single Image

2013 · Chenqiang Gao, Deyu Meng, et al. · IEEE Transactions on Image Processing · 1,332

SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images

2021 · Sheng Fang, Kaiyu Li, et al. · IEEE Geoscience and Remote Sensing Letters · 1,197

UIU-Net: U-Net in U-Net for Infrared Small Object Detection

2022 · Xin Wu, Danfeng Hong, et al. · IEEE Transactions on Image Processing · 1,087

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The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking

2018 · Dawei Du, Yuankai Qi, et al. · Lecture notes in computer science · 1,081

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SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects

2019 · Xue Yang, Jirui Yang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 1,077

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Traffic-Sign Detection and Classification in the Wild

2016 · Zhe Zhu, Dun Liang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,054

No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects

2023 · Raja Sunkara, Tie Luo · Lecture notes in computer science · 963

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Perceptual Generative Adversarial Networks for Small Object Detection

2017 · Jianan Li, Xiaodan Liang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 953

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HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection

2016 · Tao Kong, Anbang Yao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 933

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Large Selective Kernel Network for Remote Sensing Object Detection

2023 · Yuxuan Li, Qibin Hou, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 932

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UAV-YOLOv8: A Small-Object-Detection Model Based on Improved YOLOv8 for UAV Aerial Photography Scenarios

2023 · Gang Wang, Yanfei Chen, et al. · Sensors · 922

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Vehicle detection in aerial imagery : A small target detection benchmark

2015 · Sebastien Razakarivony, Frederic Jurie · Journal of Visual Communication and Image Representation · 908

Max-mean and max-median filters for detection of small targets

1999 · Suyog D. Deshpande, Meng H. Er, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 858

Is Faster R-CNN Doing Well for Pedestrian Detection?

2016 · Liliang Zhang, Liang Lin, et al. · Lecture notes in computer science · 852

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Augmentation for small object detection

2019 · Mate Kisantal, Zbigniew Wojna, et al. · 800

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Finding Tiny Faces

2017 · Peiyun Hu, Deva Ramanan · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 705

Towards Large-Scale Small Object Detection: Survey and Benchmarks

2023 · Gong Cheng, Xiang Yuan, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 673

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A survey and performance evaluation of deep learning methods for small object detection

2021 · Yang Liu, Peng Sun, et al. · Expert Systems with Applications · 660

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

2014 · Xueyun Chen, Shiming Xiang, et al. · IEEE Geoscience and Remote Sensing Letters · 622

Works count: 24,480

Citation count: 246,100