Atgal
Knygos internetu pigiau
0 Krepšelis
0 Mėgstami
0Krepšelis
  1. Pirmas
  2. Knygos anglų kalba
  3. Data Mining from Multimedia and Human Behavioral Data

Data Mining from Multimedia and Human Behavioral Data

(0) Rašyti atsiliepimą
Data Mining from Multimedia and Human Behavioral Data
Pridėti prie pamėgtų
Šiuo metu neparduodama

Formatai:

Knyga minkštu viršeliu 0,00 €

Knygos aprašymas

Object recognition/detection has always been a challenging topic for both computer scientists and psychologists. We study the categorical object recognition/detection problem from views of both computer vision and human vision, with the focus on feature representation. We propose representing general object categories using multiple types of complementary features, and using AdaBoost to select the most discriminative features. We also present a computational model which describes human eye movements during a visual search task. We then incorporate our heterogeneous-feature representation into the human eye movements model, and further explore human search behavior when the search target is categorical. The model is shown to have strong agreement with human behavior. Motivated by the search behavior of humans, we propose to use multi-resolution as a general framework for object category detection which achieves real-time detection speed with fast training and high accuracy. We also explore the concept of ?visual similarity? in humans from the point of view of ?nontargets?.

Informacija

Autorius: Wei Zhang
Leidėjas: VDM Verlag
Išleidimo metai: 2009
Knygos puslapių skaičius: 120
ISBN-13: 9783639198348
Formatas: 5.91 x 0.28 x 8.66 inches. Knyga minkštu viršeliu
Kalba: Anglų

Pirkėjų atsiliepimai

Parašykite atsiliepimą apie „Data Mining from Multimedia and Human Behavioral Data“
Būtina įvertinti prekę

Goodreads reviews for „Data Mining from Multimedia and Human Behavioral Data“