Improving motion state change object detection by using block background context

Author(s):  
Dazhen Lin ◽  
Donglin Cao ◽  
Hualin Zeng
2020 ◽  
Vol 6 (1) ◽  
pp. 1-28
Author(s):  
Yiting Chen

In Talmy’s typology of event integration, macro-events are classified into five types (motion, temporal contouring, state change, action correlating, and realization) by the framing event. Examining compound verbs representing macro-events cross-linguistically, this paper argues that macro-events can be classified into two types from the viewpoint of “elaboration” (Langacker 2016): augmentation (motion, state change, and realization) and adaptation (temporal contouring and action correlating). Based on iconicity, compound verbs can be said to be the best candidates for encoding conceptually integrated complex events considering their high lexical integrity. This paper shows that the two types of macro-events in compound verbs are distinct in the order of the framing event and the co-event, the representation of the framing event, and their lexical integrity. These results suggest that the differences in baseline/elaboration organization iconically emerge as explicit differences in linguistic forms, indicating the validity of the “iconicity of structured mapping in compounds”.


Author(s):  
Кonstantin А. Elshin ◽  
Еlena I. Molchanova ◽  
Мarina V. Usoltseva ◽  
Yelena V. Likhoshway

Using the TensorFlow Object Detection API, an approach to identifying and registering Baikal diatom species Synedra acus subsp. radians has been tested. As a result, a set of images was formed and training was conducted. It is shown that аfter 15000 training iterations, the total value of the loss function was obtained equal to 0,04. At the same time, the classification accuracy is equal to 95%, and the accuracy of construction of the bounding box is also equal to 95%.


Author(s):  
Samuel Taylor Coleridge

This book comprises a freshly composed edition of Samuel Taylor Coleridge's 1811–12 Lectures on Shakespeare and Milton and 1818–19 Lectures on Shakespeare. Coleridge is a foundational figure in Shakespeare criticism, and remains to this day one of the most incisive and best. The book provides a background context into Coleridge's lectures on Shakespeare, and looks into Coleridge's life and career, giving special attention to his position as a lecturer as well as the general content of his lectures. The book also explores Coleridge's relationships with August Wilhelm Schegel and William Hazlitt and their own scholarship on Shakespeare's oeuvre.


2010 ◽  
Vol 130 (9) ◽  
pp. 1572-1580
Author(s):  
Dipankar Das ◽  
Yoshinori Kobayashi ◽  
Yoshinori Kuno

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