Nov 13, 2017 · We use the visual concepts as building blocks for a simple pattern theoretical model, which we call compositional voting.

It is very attractive to formulate vision in terms of pattern theory. [26], where patterns are defined hierarchically by compositions of.

Mar 27, 2018 · It is very attractive to formulate vision in terms of pattern theory [26], where patterns are defined hierarchically by compositions of ...

Sep 9, 2019 · We show that visual concepts perform fairly well but are outperformed by supervised discriminative methods such as Support Vector Machines (SVM) ...

Jul 23, 2024 · Bibliographic details on Visual Concepts and Compositional Voting.

The compositional voting models only work for fixed viewpoint. • Object appearance depends on the viewpoint. Different VCs will be activated for different ...

Visual Concepts and Compositional Voting ... We use clustering algorithms to study the population activities of the features and extract a set of visual concepts ...

This figure shows that visual concepts typically give a dense coverage of the different parts of the objects, in this case a car. Source publication.

• VC-Voting: use a composition of visual concepts to vote for detecting ... based on compositional models. Page 37. Collaborators: • Jianyu Wang (UCLA) ...

In this model several visual concepts combine to detect semantic parts. We show that this approach is significantly better than discriminative methods like SVM ...