The SUN Attribute Database: Beyond Categories for Deeper Scene Understanding

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Visualizing Data using t-SNE

2008 • 34,476 citations

BLEU

2001 • 19,042 citations

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

2006 • 7,849 citations

Untitled

2001 • 6,310 citations

LabelMe: A Database and Web-Based Tool for Image Annotation

2007 • 3,573 citations

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

2010 • 2,858 citations

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

2008 • 1,956 citations

Describing objects by their attributes

2009 • 1,911 citations

Learning to detect unseen object classes by between-class attribute transfer

2009 • 1,635 citations

Image Classification with the Fisher Vector: Theory and Practice

2013 • 1,515 citations

Learning to detect unseen object classes by between-class attribute transfer

2009 • 1,434 citations

Attribute and simile classifiers for face verification

2009 • 1,359 citations

Every Picture Tells a Story: Generating Sentences from Images

2010 • 1,227 citations

Parsing Natural Scenes and Natural Language with Recursive Neural Networks

2011 • 1,195 citations

TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation

2006 • 1,174 citations

Semantic texton forests for image categorization and segmentation

2008 • 1,004 citations

Im2Text: Describing Images Using 1 Million Captioned Photographs

2011 • 915 citations

Relative attributes

2011 • 901 citations

Zero-shot Learning with Semantic Output Codes

2009 • 858 citations

Multiscale conditional random fields for image labeling

2004 • 830 citations

SUN attribute database: Discovering, annotating, and recognizing scene attributes

2012 • 827 citations

BabyTalk: Understanding and Generating Simple Image Descriptions

2013 • 800 citations

Decomposing a scene into geometric and semantically consistent regions

2009 • 693 citations

Recovering Surface Layout from an Image

2007 • 663 citations

Objects in Context

2007 • 626 citations

Utility data annotation with Amazon Mechanical Turk

2008 • 621 citations

Human action recognition by learning bases of action attributes and parts

2011 • 615 citations

Recognizing human actions by attributes

2011 • 585 citations

Recognition of natural scenes from global properties: Seeing the forest without representing the trees

2008 • 442 citations

Describable Visual Attributes for Face Verification and Image Search

2011 • 441 citations

Automatic Attribute Discovery and Characterization from Noisy Web Data

2010 • 439 citations

Learning Visual Attributes

2007 • 411 citations

Nonparametric Scene Parsing via Label Transfer

2011 • 389 citations

Image ranking and retrieval based on multi-attribute queries

2011 • 343 citations

A Discriminative Kernel-Based Approach to Rank Images from Text Queries

2008 • 332 citations

What, Where and How Many? Combining Object Detectors and CRFs

2010 • 327 citations

Evaluating knowledge transfer and zero-shot learning in a large-scale setting

2011 • 322 citations

WhittleSearch: Image search with relative attribute feedback

2012 • 321 citations

Interactively building a discriminative vocabulary of nameable attributes

2011 • 219 citations

Superparsing

2012 • 200 citations

Attribute-centric recognition for cross-category generalization

2010 • 194 citations

Multi-attribute spaces: Calibration for attribute fusion and similarity search

2012 • 184 citations

80 million tiny images : a large dataset for non-parametric object and scene recognition

2008 • 180 citations

Attribute Learning in Large-Scale Datasets

2012 • 173 citations

Real-time crowd control of existing interfaces

2011 • 168 citations

Recognition by association via learning per-exemplar distances

2008 • 142 citations

Nonparametric image parsing using adaptive neighbor sets

2012 • 81 citations

Scene-Centered Description from Spatial Envelope Properties

2002 • 66 citations

The benefits and challenges of collecting richer object annotations

2010 • 36 citations

Building a Persistent Workforce on Mechanical Turk for Multilingual Data Collection

2011 • 29 citations

Estimating scene typicality from human ratings and image features

2011 • 27 citations

Improving object classification using semantic attributes

2010 • 25 citations