BabyTalk: Understanding and Generating Simple Image Descriptions

We present a system to automatically generate natural language descriptions from images. This system consists of two parts. The first part, content planning, smooths the output of computer vision-based detection and recognition algorithms with statistics mined from large pools of visually descriptiv...

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Vydáno v:	IEEE transactions on pattern analysis and machine intelligence Ročník 35; číslo 12; s. 2891 - 2903
Hlavní autoři:	Kulkarni, Girish, Premraj, Visruth, Ordonez, Vicente, Dhar, Sagnik, Siming Li, Yejin Choi, Berg, Alexander C., Berg, Tamara L.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Los Alamitos, CA IEEE 01.12.2013 IEEE Computer Society
Témata:	Algorithms Applied sciences Artificial intelligence Computer science; control theory; systems Computer vision Context awareness Exact sciences and technology Humans image description generation Image segmentation Information analysis Natural language processing Pattern recognition. Digital image processing. Computational geometry Speech and sound recognition and synthesis. Linguistics Computer vision Description language Computer output Statistical analysis Similarity Image processing Image content Visual servoing Text image description generation Natural scenes Natural language Metric Planning Sentence
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
On-line přístup:	Získat plný text
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