33 citations · 34 across the 4 of their papers we have counts for
4 papers · 1 filter
Interferences in match kernels
Naila Murray, Hervé Jégou, Florent Perronnin +1
We consider the design of an image representation that embeds and aggregates a set of local descriptors into a single vector. Popular representations of this kind include the bag-o…
Discovering beautiful attributes for aesthetic image analysis
Luca Marchesotti, Naila Murray, Florent Perronnin
Aesthetic image analysis is the study and assessment of the aesthetic properties of images. Current computational approaches to aesthetic image analysis either provide accurate or…
What makes an Image Iconic? A Fine-Grained Case Study
Yangmuzi Zhang, Diane Larlus, Florent Perronnin
A natural approach to teaching a visual concept, e.g. a bird species, is to show relevant images. However, not all relevant images represent a concept equally well. In other words,…
Generalized Max Pooling
Naila Murray, Florent Perronnin
State-of-the-art patch-based image representations involve a pooling operation that aggregates statistics computed from local descriptors. Standard pooling operations include sum-…