33 citations · 33 across the 3 of their papers we have counts for
3 papers
cs.CV2016
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…
cs.CV2014
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…
cs.CV2014★ 33 cited
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-…