Dataset Curation through Renders and Ontology Matching
نویسنده
چکیده
Research Interests I am interested in Computer Vision and Machine Learning, specifically some of the problems I find interesting are deep learning, fine grained classification, object detection, and viewpoint estimation. My research experience includes: deep learning, fine grained visual classification of businesses in street view imagery, Computer Graphics based data generation for Computer Vision, sparse methods for joint detection and 3D viewpoint estimation of objects, fusion of speech and vision for smart shopping assistants, computer visual navigation aids for the blind, and social media analysis.
منابع مشابه
Geospatial Dataset Curation through a Location-based Game
The Urbanopoly dataset contains the results of a data curation campaign on available geospatial open datasets like OpenStreetMap. The curation effort is conducted through a location-based Game with a Purpose inspired by the monopoly board game. The paper describes the dataset: we illustrate the genesis and life-cycle of Urbanopoly data; we explain the modelling choices by introducing the proven...
متن کاملAnnotating Genes Using Textual Patterns
Annotating genes with Gene Ontology (GO) terms is crucial for biologists to characterize the traits of genes in a standardized way. However, manual curation of textual data, the most reliable form of gene annotation by GO terms, requires significant amounts of human effort, is very costly, and cannot catch up with the rate of increase in biomedical publications. In this paper, we present GEANN,...
متن کاملGeospatial dataset curation through a location-based game: Description of the Urbanopoly linked datasets
The Urbanopoly datasets contain the results of a data curation campaign on available geospatial open datasets like OpenStreetMap. The curation effort is conducted through a location-based Game with a Purpose inspired by the monopoly board game. The paper describes the generated datasets: we illustrate the genesis and life-cycle of Urbanopoly data; we explain the modelling choices by introducing...
متن کاملExploring the synergies between biocuration and ontology alignment automation
Researchers have long recognized the value trapped in natural language publications and have continued to advance the development of ontologies that can help unleash this value. Among these advances are efforts to apply NLP techniques to streamline the labor-intensive process of scientific literature curation, which encodes relevant information in a form that is accessible to both humans and co...
متن کاملCentralized Clustering Method To Increase Accuracy In Ontology Matching Systems
Ontology is the main infrastructure of the Semantic Web which provides facilities for integration, searching and sharing of information on the web. Development of ontologies as the basis of semantic web and their heterogeneities have led to the existence of ontology matching. By emerging large-scale ontologies in real domain, the ontology matching systems faced with some problem like memory con...
متن کامل