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8 papers · 1 filter
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation
Mariella Dimiccoli, Marc Bolaños, Estefania Talavera +3
While wearable cameras are becoming increasingly popular, locating relevant information in large unstructured collections of egocentric images is still a tedious and time consuming…
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification
Adriana Romero, Carlo Gatta, Gustau Camps-Valls
This paper introduces the use of single layer and deep convolutional networks for remote sensing data analysis. Direct application to multi- and hyper-spectral imagery of supervise…
A Computational Model for Amodal Completion
Maria Oliver, Gloria Haro, Mariella Dimiccoli +2
This paper presents a computational model to recover the most likely interpretation of the 3D scene structure from a planar image, where some objects may occlude others. The estima…
Active skeleton for bacteria modeling
Jean-Pascal Jacob, Mariella Dimiccoli, Lionel Moisan
The investigation of spatio-temporal dynamics of bacterial cells and their molecular components requires automated image analysis tools to track cell shape properties and molecular…
Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva
Wearable cameras offer a hands-free way to record egocentric images of daily experiences, where social events are of special interest. The first step towards detection of social ev…
Query by String word spotting based on character bi-gram indexing
Suman K. Ghosh, Ernest Valveny
In this paper we propose a segmentation-free query by string word spotting method. Both the documents and query strings are encoded using a recently proposed word representa- tion…