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

LIBSVM

2011 • 40,614 citations

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2014 • 27,452 citations

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

2014 • 6,198 citations

The Caltech-UCSD Birds-200-2011 Dataset

2011 • 3,984 citations

Scalable Recognition with a Vocabulary Tree

2006 • 3,588 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

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

2014 • 3,129 citations

Object retrieval with large vocabularies and fast spatial matching

2007 • 2,972 citations

DeepPose: Human Pose Estimation via Deep Neural Networks

2014 • 2,900 citations

Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search

2008 • 1,915 citations

Describing objects by their attributes

2009 • 1,911 citations

Aggregating Local Image Descriptors into Compact Codes

2011 • 1,535 citations

Lost in quantization: Improving particular object retrieval in large scale image databases

2008 • 1,490 citations

Recognizing indoor scenes

2009 • 1,442 citations

Three things everyone should know to improve object retrieval

2012 • 1,371 citations

Multi-scale Orderless Pooling of Deep Convolutional Activation Features

2014 • 1,050 citations

Cats and dogs

2012 • 985 citations

Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification

2010 • 868 citations

All About VLAD

2013 • 710 citations

PANDA: Pose Aligned Networks for Deep Attribute Modeling

2014 • 485 citations

Visualizing and Understanding Convolutional Networks

2013 • 478 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

Combining randomization and discrimination for fine-grained image categorization

2011 • 293 citations

Mid-level Visual Element Discovery as Discriminative Mode Seeking

2013 • 258 citations

A Discriminative Latent Model of Object Classes and Attributes

2010 • 229 citations

Efficient Object Detection and Segmentation for Fine-Grained Recognition

2013 • 223 citations

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

2013 • 219 citations

Harvesting Mid-level Visual Concepts from Large-Scale Internet Images

2013 • 145 citations

Pose pooling kernels for sub-category recognition

2012 • 135 citations

Smooth object retrieval using a bag of boundaries

2011 • 97 citations

Asymmetric hamming embedding

2011 • 64 citations

Sparse Representations and Distance Learning for Attribute Based Category Recognition

2012 • 10 citations