Return of the Devil in the Details: Delving Deep into Convolutional Nets

ImageNet Classification with Deep Convolutional Neural Networks

2012 • 67,909 citations

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2014 • 27,452 citations

The Pascal Visual Object Classes (VOC) Challenge

2009 • 16,797 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 citations

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 • 7,849 citations

Video Google: a text retrieval approach to object matching in videos

2003 • 6,462 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

2014 • 3,556 citations

Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks

2014 • 3,129 citations

Improving the Fisher Kernel for Large-Scale Image Classification

2010 • 2,611 citations

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

2014 • 2,476 citations

Caltech-256 Object Category Dataset

2007 • 2,476 citations

Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

2005 • 2,076 citations

Aggregating Local Image Descriptors into Compact Codes

2011 • 1,535 citations

Three things everyone should know to improve object retrieval

2012 • 1,371 citations

BING: Binarized Normed Gradients for Objectness Estimation at 300fps

2014 • 1,067 citations

The devil is in the details: an evaluation of recent feature encoding methods

2011 • 861 citations

HCP: A Flexible CNN Framework for Multi-Label Image Classification

2015 • 764 citations

All About VLAD

2013 • 710 citations

CNN Features off-the-shelf: an Astounding Baseline for Recognition

2014 • 707 citations

Efficient Additive Kernels via Explicit Feature Maps

2011 • 683 citations

Visualizing and Understanding Convolutional Networks

2013 • 478 citations

On the burstiness of visual elements

2009 • 435 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 • 343 citations

Transformation Pursuit for Image Classification

2014 • 82 citations

Weakly supervised object recognition with convolutional neural networks

2014 • 67 citations