International audienceImage interpretation is a dynamic research domain involving not only the detection of objects in a scene but also the semantic description considering context information in the whole scene. Image interpretation problem can be formalized as an abductive reasoning problem, i.e. an inference to the best explanation using a background knowledge. In this work, we present a framework using a tableau method for generating and selecting potential explanations of the given image when the background knowledge is encoded using a description that is able to handle spatial relations
This position paper provides insights aiming at resolving the most pressing needs and issues of comp...
It is frequently asked whether imagery differs in a fundamental way from other forms of knowledge re...
This dissertation presents a new approach to image interpretation which can produce hierarchical des...
Image interpretation is a dynamic research domain involving not only the detection of objects in a s...
International audienceIn this paper, we propose an original way of enriching description logics with...
in Frontiers in Artificial Intelligence and Applications, vol. 285International audienceAbduction is...
Abstract. We propose an original way of enriching Description Logics with ab-duction reasoning servi...
We examine the possible use of Description Logics as a knowledge representation and reasoning system...
In this position paper we provide arguments for the following main points: (1) Formal knowledge repr...
Abstract. For multimedia interpretation, and in particular for the combined interpretation of inform...
Part 4: Automatic ReasoningInternational audienceABox abduction is the foundation of abductive reaso...
Tableau-based decision procedures have been successfully used for solving a wide variety of problems...
In visual reasoning, the achievement of deep learning significantly improved the accuracy of results...
Abstract. This work presents an image analysis framework driven by emerging evidence and constrained...
Image Understanding is fundamental to intelligent agents.Researchers have explored Caption Generatio...
This position paper provides insights aiming at resolving the most pressing needs and issues of comp...
It is frequently asked whether imagery differs in a fundamental way from other forms of knowledge re...
This dissertation presents a new approach to image interpretation which can produce hierarchical des...
Image interpretation is a dynamic research domain involving not only the detection of objects in a s...
International audienceIn this paper, we propose an original way of enriching description logics with...
in Frontiers in Artificial Intelligence and Applications, vol. 285International audienceAbduction is...
Abstract. We propose an original way of enriching Description Logics with ab-duction reasoning servi...
We examine the possible use of Description Logics as a knowledge representation and reasoning system...
In this position paper we provide arguments for the following main points: (1) Formal knowledge repr...
Abstract. For multimedia interpretation, and in particular for the combined interpretation of inform...
Part 4: Automatic ReasoningInternational audienceABox abduction is the foundation of abductive reaso...
Tableau-based decision procedures have been successfully used for solving a wide variety of problems...
In visual reasoning, the achievement of deep learning significantly improved the accuracy of results...
Abstract. This work presents an image analysis framework driven by emerging evidence and constrained...
Image Understanding is fundamental to intelligent agents.Researchers have explored Caption Generatio...
This position paper provides insights aiming at resolving the most pressing needs and issues of comp...
It is frequently asked whether imagery differs in a fundamental way from other forms of knowledge re...
This dissertation presents a new approach to image interpretation which can produce hierarchical des...