Perceptual Generative Adversarial Networks for Small Object Detection

Li, Jianan, Liang, Xiaodan, Wei, Yunchao, Xu, Tingfa, Feng, Jiashi, Yan, Shuicheng·2017·2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Cited by (952)

Items 301–400 of 952

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  3. Differentiating Objects by Motion: Joint Detection and Tracking of Small Flying Objects
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  25. Segmentation Guided Image-to-Image Translation with Adversarial Networks
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  26. A Small Target Detection Method Based on Deep Learning With Considerate Feature and Effectively Expanded Sample Size
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  27. Improved Object Detection Algorithm of YOLOv3 Remote Sensing Image
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  32. Attention-based Neural Network for Traffic Sign Detection
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  37. Small object detection in remote sensing images based on attention mechanism and multi-scale feature fusion
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  69. NACAD: A Noise-Adaptive Context-Aware Detector for Remote Sensing Small Objects
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  72. Traffic-Sign Spotting in the Wild via Deep Features
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  74. Common Semantic Representation Method Based on Object Attention and Adversarial Learning for Cross-Modal Data in IoV
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  75. Adversarial Feature Sampling Learning for Efficient Visual Tracking
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  76. Small Object Detection Based on Deep Learning
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  77. Deep learning based cost estimation of circuit boards: a case study in the automotive industry
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  78. SRRV: A Novel Document Object Detector Based on Spatial-Related Relation and Vision
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  79. MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking
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  80. Controllable Image Synthesis With Attribute-Decomposed GAN
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  81. UDoc-GAN: Unpaired Document Illumination Correction with Background Light Prior
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  82. Semantic segmentation and quantification of trees in an orchard using UAV orthophoto
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  86. FAMN: Feature Aggregation Multipath Network for Small Traffic Sign Detection
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  87. Traffic Sign Detection and Recognition Using Novel Center-Point Estimation and Local Features
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  88. A low-resolution image restoration classifier network to identify stored-grain insects from images of sticky boards
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  89. Feature Rescaling and Fusion for Tiny Object Detection
    Jingwei Liu, Yi Gu, Shumin Han, Zhibin Zhang, Jiafeng Guo, Xueqi Cheng · 2021 · IEEE Access
  90. One-stage object detection knowledge distillation via adversarial learning
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  91. Centered Multi-Task Generative Adversarial Network for Small Object Detection
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  92. Multilevel receptive field expansion network for small object detection
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  93. AeroDetectNet: a lightweight, high-precision network for enhanced detection of small objects in aerial remote sensing imagery
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  96. Hierarchical Regression and Classification for Accurate Object Detection
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  97. Lightweight adversarial network for salient object detection
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  98. A Comparative Review of Recent Few-Shot Object Detection Algorithms
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  100. Gaussian Combined Distance: A Generic Metric for Object Detection
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