Multi-modal Primitives as Functional Models of Hyper-columns and Their Use for Contextual Integration
نویسندگان
چکیده
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 of Gestalt laws in natural scenes [14], to code a multi–modal stereo matching and to investigate the role of different visual modalities for stereo [11], and to use a combination of stereo and grouping as well as Rigid Body Motion to acquire reliable 3D information as demonstrated in this publication.
منابع مشابه
The Integration of Multi-Factor Model of Capital Asset Pricing and Penalty Function for Stock Return Evaluation
One of the main concerns of investors is the evaluation of the return on investment, which is conducted using various models such as the CAPM (single-factor model), Fama-French three/five-factor models, and Roy and Shijin’s six-factor model and other models known as multi-factor models. Despite the widespread use of these models, their major drawbacks include sensitivity to unexpected changes, ...
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 کاملA Multi Objective Optimization Approach for Resources Procurement of Bank
Calculating total cast of bank resources procurement methods which include current -free loan deposit, saving interest-free loan deposit, regular and net short-term investment deposit, long-term investment deposit and surety bond cash deposit and presenting their optimal integration require precise scientific studies. Hence, this study is an attempt to know which methods are the best optimal in...
متن کاملBiologically Motivated Multi-modal Processing of Visual Primitives
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.
متن کاملEffect of family structure on urban areas modal split by using the life cycle concept
The modal split model is one of the steps of the classical four-step travel demand planning. Predictive, descriptive, and prescriptive modal split models are essential to make a balance between travel demand and supply. To calibrate these models, it is necessary to detect and employ influential independent variables that are related to characteristics of travel modes, individual and family attr...
متن کامل