805 citations · 849 across the 9 of their papers we have counts for
3 papers · 1 filter
Deep Fishing: Gradient Features from Deep Nets
Albert Gordo, Adrien Gaidon, Florent Perronnin
Convolutional Networks (ConvNets) have recently improved image recognition performance thanks to end-to-end learning of deep feed-forward models from raw pixels. Deep learning is a…
Understanding the Fisher Vector: a multimodal part model
David Novotný, Diane Larlus, Florent Perronnin +1
Fisher Vectors and related orderless visual statistics have demonstrated excellent performance in object detection, sometimes superior to established approaches such as the Deforma…
Label-Embedding for Image Classification
Zeynep Akata, Florent Perronnin, Zaid Harchaoui +1
Attributes act as intermediate representations that enable parameter sharing between classes, a must when training data is scarce. We propose to view attribute-based image classifi…