First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, Capri, Italy
21 May 2012 - 21 May 2012
Italy
The First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications will take place from 21 to 25 May 2012 in Capri, Italy.
It is important for image/video databases to have high quality ground truth annotations generated by humans for a variety of computer vision applications. One of the most significant efforts during the evaluation process is represented by the development of an accurate truth and comparing this truth to the decision of image and video processing applications. For example, datasets with ground truth labels are necessary for supervised learning of object categories. However, the cost of providing labelled data, which implies asking a human to examine images and provide labels, becomes impractical as training sets grow.
Although functional, task-oriented requirements for tools supporting ground truth labelling exist, the challenges remain.
The workshop will bring together stakeholders to share ideas and experiences in designing and implementing visual interfaces for ground truth data generation.For further information, please visit: http://vigta2012.dieei.unict.it/(opens in new window)
It is important for image/video databases to have high quality ground truth annotations generated by humans for a variety of computer vision applications. One of the most significant efforts during the evaluation process is represented by the development of an accurate truth and comparing this truth to the decision of image and video processing applications. For example, datasets with ground truth labels are necessary for supervised learning of object categories. However, the cost of providing labelled data, which implies asking a human to examine images and provide labels, becomes impractical as training sets grow.
Although functional, task-oriented requirements for tools supporting ground truth labelling exist, the challenges remain.
The workshop will bring together stakeholders to share ideas and experiences in designing and implementing visual interfaces for ground truth data generation.For further information, please visit: http://vigta2012.dieei.unict.it/(opens in new window)