… From an already strong baseline up to our final detector, on … Single rigid template In this
paper we focus on the lower level … use a single rigid template per candidate detection window. …

… of rigid templates (ie without deformable parts). – We explore which aspects of such rigid
detector … of our detector, and in section 5.5 we describe a stronger detector than our baseline. …

… We consider pedestrian as a rigid object and define a human body grid of 2m × m, where
2m and m indicate the numbers of cells in horizontal and vertical direction, respectively. Each …

… remain extraordinarily successful for fast rigid object detection, achieving top accuracy on
numerous datasets. While effective, most boosted detectors use decision trees with orthogonal …

… strong inward motion regardless of shape classification), robust tracking (which can handle
non-rigid motion … clusters) is much more powerful than seeking a stronger local discriminant - …

… , the medical technology community seeks to augment the … and its strong performance (shown
for pedestrian detection [32]). … a specific tool using a single rigid template. This template is …

… remain extraordinarily successful for fast rigid object detection, achieving top accuracy on
numerous datasets. While effective, most boosted detectors use decision trees with orthogonal …

… pedestrian detection, contradicting their recognition and classification performance [17…
seeking an algorithm for optimal cascade learning under a criterion that penalizes both detection …

… rigid template detector with a feature pooling scheme, and applies sliding window search to
achieve very strong … We seek for reconstructions of a pre-trained object detector and enforce …

… detection, improving over most existing methods [35], [36]. Since traffic signs are rigid objects
designed to be recognizable, a detector … and will hopefully take a strong influence on the …