[PDF] Top 20 Face recognition by cortical multi-scale line and edge representations

... the multi-scale line/edge representation will be ex- ploited, because this characterises facial features, and saliency maps will be used for Focus-of-Attention, ...lines and ... See full document

... Object recognition is a clearly defined task: a cer- tain cat, like the neighbors’ red tabby called Toby, is recognized or ...cat, and (d) a red tabby, before deciding between our own red tabby called Tom ... See full document

... scenes and gist are well interconnected 780 ...motion and dis- 782 parity, but also surface properties instead of structural 783 object shape: (a) color processing in the cytochrome oxi- 784 dase blobs, ... See full document

... filled by developing and studying computational ...complex and end-stopped cells have been developed more than ten years ago (Heitger et ...Rodrigues and du Buf, 2004b; W¨ urtz and ... See full document

... difficult and still challenging application, even in machine vision, is face ...faces and fa- cial landmarks, which can be based on Gabor filters [18] or Gaussian derivative filters [26], colour [27], ... See full document

... coarse-to-fine scale strat- egy appears to be ...star and a van from a traffic sign (see ...coarser scale is ...more and more detail, until the finest scale at which essential landmarks on ... See full document

... for line and edge detection, a scheme that can be used for creat- ing a truly multi-scale image representation suitable for object detection/recognition and visual ...the ... See full document

... categorisation and (b) coarse- scale information propagates first from V1 to higher cortical ...templates, scale by scale, and then summed over the 3 scales, and the ... See full document

... the line/edge representation at coarser scales provides a stable abstraction of facial ...solved by using a seg- regated face based on colour with detected keypoints and dynamic routing ... See full document

... presented cortical models based on multi- scale line/edge and keypoint representations, also with key- point annotation [4], [12], ...These representations, all ... See full document

... faces and a leaf, plus detected events at a fine scale (middle-left), with all relevant information, and at a coarse scale (middle- right), with reduced and “deformed” ...responding ... See full document

... Pantic and Rothkrantz [16] used color images with frontal as well as profile views of ...faces. By detecting 10 positions of the profile views and 19 of the frontal views, describing 32 AUs, they ... See full document

... Face recognition, in previous ten years, has come up as popular research field in the computer vision using image analysis or ...life and identify known faces at a glance though after year of ... See full document

... 2003) and points to an excessive number of items in the ...noticed by Cortina (1993), a high alpha value is accepted as adequate with no further adjustment of the scale, which is not the proper way ... See full document

... moving and rotating star combined into one image and, at right, examples of keypoints detected at scales λ = 6 (left) and 24 (right), together with their annotation ...camera and the optical ... See full document

... used by the other ...features and that we cannot expect to outperform these ...LLC and ScSPM will enable a similar reduction in needed features for those ... See full document

... described by their mean and standard deviations (SD), and the non-parametric variables were de- scribed by their ...sociodemographic and clinical characteristics (gender, age, ... See full document

... CBR is founded on the premise that similar problems have similar solutions. Thus, one of the primary goals of a CBR system is to find the most similar, or most relevant, cases for new input problems. The effectiveness of ... See full document

... air and two canisters with pure CO 2 . These gases had been circulated during two campaigns (1996–1998, 1999–2000) between CAR/CSIRO (Aspendale, Australia), IN- STAAR/NOAA (Boulder, USA), Scripps Institute of ... See full document

... a face with different poses under various ...out by using shape information and the head part is then identified as a face ...a face candidate, a set of geometric features is applied to ... See full document