Biologically Motivated Multi-modal Processing of Visual Primitives
نویسندگان
چکیده
We describe a new kind of image representation in terms of local multi–modal Primitives. These Primitives are motivated by processing of the human visual system as well as by functional considerations. We discuss analogies of our representation to human vision and concentrate specifically on the implications of the necessity of communication of information in a complex multi-modal system.
منابع مشابه
Multi-modal Primitives as Functional Models of Hyper-columns and Their Use for Contextual Integration
In this paper, we describe a biological motivated image representation in terms of local multi–modal primitives. These primitives are functional abstractions of hypercolumns in V1 [13]. The efficient and generic coding of visual information in terms of local symbolic descriptiones allows for a wide range of applications. For example, they have been used to investigate the multi–modal character ...
متن کاملProcessing Multi-modal Primitives from Image Sequences
In this paper, we describe a new kind of image representation in terms of local multi–modal Primitives. Our local Primitives can be characterized by three properties: (1) They represent different aspects of the image in terms of multiple visual modalities. (2) They are adaptable according to context. (3) They provide a condensed representation of local image structure. These three properties ma...
متن کاملBiologically Motivated Audio-Visual Cue Integration for Object Categorization
Auditory and visual cues are important sensor inputs for biological and artificial systems. They provide crucial information for navigating environments, recognizing categories, animals and people. How to combine effectively these two sensory channels is still an open issue. As a step towards this goal, this paper presents a comparison between three different multi-modal integration strategies,...
متن کاملQualitative Representations for Recognition
This thesis describes a representation for objects and scenes that is stable against variations in image intensity caused by illumination changes and tolerant to image degradations such as sensor noise. The representation, called a ratio-template, uses low-resolution ordinal contrast relationships as its matching primitives. The choice of these primitives was inspired not only by considerations...
متن کاملA Control Architecture forMulti-modal Sensory Integration
This work describes the architecture of an integrated multi-modal sensory (vision and touch) computational system. We propose to use an approach based on robotics control theory that is motivated by biology and developmental psychology, in order to integrate the haptic and visual information processing. We show some results carried out in simulation and discuss the implementation of this system...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003