LAMP

Category: Publications

  • Unsupervised Scene Adaptation for Faster Multi-scale Pedestrian Detection

    Federico Bartoli; Giuseppe Lisanti; Svebor Karaman; Andrew D. Bagdanov; Alberto Del Bimbo Read Full Paper → In this paper we describe an approach to automatically improving the efficiency of soft cascade-based person detectors. Our technique addresses the two fundamental bottlenecks in cascade detectors: the number of weak classifiers that need to be evaluated in each cascade, and the total […]

  • Adaptive Color Attributes for Real-Time Visual Tracking

    Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg, Joost van de Weijer Read Full Paper → Visual tracking is a challenging problem in computer vision. Most state-of-the-art visual trackers either rely on luminance information or use simple color representations for image description. Contrary to visual tracking, for object recognition and detection, sophisticated color features when combined […]

  • Stacked Sequential Scale-SpaceTaylor Context

    Carlo Gatta; Francesco Ciompi Read Full Paper → We analyze sequential image labeling methods that sample the posterior label field in order to gather contextual information. We propose an effective method that extracts local Taylor coefficients from the posterior at different scales. Results show that our proposal outperforms state-of-the-art methods on MSRC-21, CAMVID, eTRIMS8 and KAIST2 […]

  • Local Pyramidal Descriptors for Image Recognition

    Lorenzo Seidenari; Giuseppe Serra; Andrew D. Bagdanov; Alberto Del Bimbo Read Full Paper → In this paper, we present a novel method to improve the flexibility of descriptor matching for image recognition by using local multiresolution pyramids in feature space. We propose that image patches be represented at multiple levels of descriptor detail and that these levels be […]