Multi-scale Orderless Pooling of Deep Convolutional Activation Features

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

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2014 • 27,452 citations

Caffe

2014 • 11,080 citations

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

2006 • 7,849 citations

Improving neural networks by preventing co-adaptation of feature detectors

2012 • 6,503 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

CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

2014 • 4,070 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

Handwritten Digit Recognition with a Back-Propagation Network

1989 • 3,249 citations

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

2014 • 3,129 citations

Locality-constrained Linear Coding for image classification

2010 • 3,044 citations

SUN database: Large-scale scene recognition from abbey to zoo

2010 • 2,858 citations

Aggregating local descriptors into a compact image representation

2010 • 2,652 citations

Improving the Fisher Kernel for Large-Scale Image Classification

2010 • 2,611 citations

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

2009 • 2,452 citations

Regularization of Neural Networks using DropConnect

2013 • 2,037 citations

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

2008 • 1,915 citations

Fisher Kernels on Visual Vocabularies for Image Categorization

2007 • 1,646 citations

Building high-level features using large scale unsupervised learning

2013 • 1,560 citations

Image Classification with the Fisher Vector: Theory and Practice

2013 • 1,515 citations

The pyramid match kernel: discriminative classification with sets of image features

2005 • 1,499 citations

Recognizing indoor scenes

2009 • 1,442 citations

Large-scale image retrieval with compressed Fisher vectors

2010 • 764 citations

Building high-level features using large scale unsupervised learning

2012 • 688 citations

Maxout Networks

2013 • 665 citations

DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

2014 • 599 citations

Unsupervised Discovery of Mid-Level Discriminative Patches

2012 • 511 citations

Visualizing and Understanding Convolutional Neural Networks

2013 • 450 citations

Scene recognition and weakly supervised object localization with deformable part-based models

2011 • 433 citations

Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening

2012 • 399 citations

Blocks That Shout: Distinctive Parts for Scene Classification

2013 • 373 citations

Mid-level Visual Element Discovery as Discriminative Mode Seeking

2013 • 258 citations

Recognizing indoor scenes

2009 • 235 citations

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search

2013 • 219 citations

Good Practice in Large-Scale Learning for Image Classification

2013 • 150 citations

Deep Fisher Networks for Large-Scale Image Classification

2013 • 143 citations

Towards good practice in large-scale learning for image classification

2012 • 101 citations

Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?

2013 • 88 citations

Leveraging category-level labels for instance-level image retrieval

2012 • 72 citations

ImageNet Large Scale Visual Recognition Challenge

2015 • 55 citations

Leveraging Structure from Motion to Learn Discriminative Codebooks for Scalable Landmark Classification

2013 • 47 citations