You Only Look Once: Unified, Real-Time Object Detection

Going deeper with convolutions

2015 • 43,071 citations

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

2016 • 40,924 citations

ImageNet Large Scale Visual Recognition Challenge

2015 • 36,540 citations

Histograms of Oriented Gradients for Human Detection

2005 • 30,198 citations

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2014 • 27,452 citations

Fast R-CNN

2015 • 22,891 citations

Object recognition from local scale-invariant features

1999 • 15,625 citations

Robust Real-Time Face Detection

2004 • 14,086 citations

Object Detection with Discriminatively Trained Part-Based Models

2009 • 9,815 citations

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

2015 • 9,232 citations

The Pascal Visual Object Classes Challenge: A Retrospective

2014 • 6,574 citations

Improving neural networks by preventing co-adaptation of feature detectors

2012 • 6,503 citations

Selective Search for Object Recognition

2013 • 5,864 citations

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

2014 • 3,556 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2014 • 3,287 citations

An extended set of Haar-like features for rapid object detection

2003 • 2,886 citations

Edge Boxes: Locating Object Proposals from Edges

2014 • 2,740 citations

Robust real-time object detection.

2001 • 2,301 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 • 1,920 citations

Going Deeper with Convolutions

2014 • 1,451 citations

A general framework for object detection

2002 • 1,415 citations

Scalable Object Detection Using Deep Neural Networks

2014 • 1,117 citations

Simultaneous Detection and Segmentation

2014 • 1,095 citations

Network In Network

2014 • 1,095 citations

Poselets: Body part detectors trained using 3D human pose annotations

2009 • 996 citations

Real-time grasp detection using convolutional neural networks

2015 • 822 citations

Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model

2015 • 775 citations

Diagnosing Error in Object Detectors

2012 • 527 citations

Object Detection Networks on Convolutional Feature Maps

2016 • 425 citations

Learning to Localize Objects with Structured Output Regression

2008 • 328 citations

Fast, Accurate Detection of 100,000 Object Classes on a Single Machine

2013 • 318 citations

The Fastest Deformable Part Model for Object Detection

2014 • 293 citations

Region-Based Segmentation and Object Detection

2019 • 169 citations

30Hz Object Detection with DPM V5

2014 • 102 citations

R-CNN minus R

2015 • 71 citations

Towards Unified Object Detection and Semantic Segmentation

2014 • 65 citations

Object Detection Networks on Convolutional Feature Maps

2015 • 39 citations

The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs

2015 • 38 citations

Detecting People in Cubist Art

2015 • 36 citations

Detecting people in Cubist art

2015 • 13 citations

Do More Dropouts in Pool5 Feature Maps for Better Object Detection

2014 • 8 citations