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

Very Deep Convolutional Networks for Large-Scale Image Recognition

2014 • 71,320 citations

ImageNet Classification with Deep Convolutional Neural Networks

2012 • 67,909 citations

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Going deeper with convolutions

2015 • 43,071 citations

ImageNet classification with deep convolutional neural networks

2017 • 31,828 citations

Fully convolutional networks for semantic segmentation

2015 • 31,003 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

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

2015 • 21,191 citations

Reducing the Dimensionality of Data with Neural Networks

2006 • 18,756 citations

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

2015 • 16,897 citations

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

2015 • 16,615 citations

Visualizing and Understanding Convolutional Networks

2014 • 14,349 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 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

Greedy Layer-Wise Training of Deep Networks

2007 • 4,621 citations

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

2014 • 3,556 citations

The Role of Context for Object Detection and Semantic Segmentation in the Wild

2014 • 1,353 citations

Simultaneous Detection and Segmentation

2014 • 1,095 citations

Network In Network

2014 • 1,095 citations

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

2015 • 775 citations

Multiple kernels for object detection

2009 • 768 citations

The 2005 PASCAL Visual Object Classes Challenge

2006 • 747 citations

Segmentation as selective search for object recognition

2011 • 714 citations

Diagnosing Error in Object Detectors

2012 • 527 citations

Convolutional feature masking for joint object and stuff segmentation

2015 • 468 citations

Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction

2015 • 217 citations

segDeepM: Exploiting segmentation and context in deep neural networks for object detection

2015 • 103 citations

Towards Unified Object Detection and Semantic Segmentation

2014 • 65 citations

segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection

2015 • 53 citations

Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering

2014 • 6 citations