All About VLAD

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

2003 • 6,462 citations

Object retrieval with large vocabularies and fast spatial matching

2007 • 2,972 citations

Aggregating local descriptors into a compact image representation

2010 • 2,652 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

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

Three things everyone should know to improve object retrieval

2012 • 1,371 citations

Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval

2007 • 861 citations

Large-scale image retrieval with compressed Fisher vectors

2010 • 764 citations

Kernel Codebooks for Scene Categorization

2008 • 593 citations

Image Classification Using Super-Vector Coding of Local Image Descriptors

2010 • 483 citations

On the burstiness of visual elements

2009 • 435 citations

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

2012 • 399 citations

Total recall II: Query expansion revisited

2011 • 299 citations

Efficient representation of local geometry for large scale object retrieval

2009 • 263 citations

Picking the best DAISY

2009 • 262 citations

Visual localization by linear combination of image descriptors

2011 • 90 citations

Descriptor Learning Using Convex Optimisation

2012 • 61 citations

Residual Enhanced Visual Vectors for on-device image matching

2011 • 41 citations

Negative evidences and co-occurrences in image retrieval: the benefit of PCA and whitening

2012 • 39 citations