A comprehensive review of object detection with deep learning

Hybrid Aquila optimizer with arithmetic optimization algorithm for global optimization tasks

(2022) Shubham Mahajan et al.   SOFT COMPUTING

A survey of modern deep learning based object detection models

(2022) Syed Sahil Abbas Zaidi et al.   DIGITAL SIGNAL PROCESSING

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

(2021) Yang Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit

(2021) Rafael Padilla et al.   Electronics

Object Detection Using Deep Learning Methods in Traffic Scenarios

(2021) Azzedine Boukerche et al.   ACM COMPUTING SURVEYS

Advanced metaheuristic optimization techniques in applications of deep neural networks: a review

(2021) Mohamed Abd Elaziz et al.   NEURAL COMPUTING & APPLICATIONS

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

The Open Images Dataset V4

(2020) Alina Kuznetsova et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A review of object detection based on deep learning

(2020) Youzi Xiao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Imbalance Problems in Object Detection: A Review

(2020) Kemal Oksuz et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning cellular morphology with neural networks

(2019) Philipp J. Schubert et al.   Nature Communications

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

Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images

(2018) Zhengxia Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Feedback Convolutional Neural Network for Visual Localization and Segmentation

(2018) Chunshui Cao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Jointly Learning Deep Features, Deformable Parts, Occlusion and Classification for Pedestrian Detection

(2018) Wanli Ouyang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faceness-Net: Face Detection through Deep Facial Part Responses

(2018) Shuo Yang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns

(2017) Bharath Hariharan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Vehicle detection in aerial imagery : A small target detection benchmark

(2016) Sebastien Razakarivony et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

SUN Database: Exploring a Large Collection of Scene Categories

(2014) Jianxiong Xiao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object class detection

(2013) Xin Zhang et al.   ACM COMPUTING SURVEYS

Selective Search for Object Recognition

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

Vision-Based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey

(2012) A. Mogelmose et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Pedestrian Detection: An Evaluation of the State of the Art

(2011) P. Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Pascal Visual Object Classes (VOC) Challenge

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

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

(2008) A. Torralba et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE