A Survey and Performance Evaluation of Deep Learning Methods for Small Object Detection

Recent advances in deep learning for object detection

(2020) Xiongwei Wu et al.   NEUROCOMPUTING

Recent advances in small object detection based on deep learning: A review

(2020) Kang Tong et al.   IMAGE AND VISION COMPUTING

IoU-Adaptive Deformable R-CNN: Make Full Use of IoU for Multi-Class Object Detection in Remote Sensing Imagery

(2019) Jiangqiao Yan et al.   Remote Sensing

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Ship Detection in Optical Remote Sensing Images Based on Saliency and a Rotation-Invariant Descriptor

(2018) Chao Dong et al.   Remote Sensing

Automatic Ship Detection in Remote Sensing Images from Google Earth of Complex Scenes Based on Multiscale Rotation Dense Feature Pyramid Networks

(2018) Xue Yang et al.   Remote Sensing

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection

(2018) Xin Wu et al.   Remote Sensing

Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

(2017) Jordi Pont-Tuset et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts

(2011) Joao Carreira et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Context based object categorization: A critical survey

(2010) Carolina Galleguillos et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION