کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4969220 1449927 2017 29 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Distributed video coding based on vector quantization: Application to capsule endoscopy
ترجمه فارسی عنوان
کدگذاری ویدئوی توزیع شده براساس کوانتیزاسیون بردار: کاربرد در آندوسکوپی کپسول
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی
We present in this paper a new distributed video coding (DVC) architecture for wireless capsule endoscopy. It is based on the state of the art DVC systems, but without using key frames. Instead, it uses an adapted vector quantization (VQ) with a searching complexity that is shifted to the decoder. VQ allows creating a good side information (SI) by exploiting the similarities in human anatomy. Thus, SI is created from a codebook (CB) rather than by motion compensated prediction. This approach decreases largely the complexity of the encoder, which codes only Wyner-Ziv frames, and allows a progressive decoding. The encoder of the proposed DVC generates only a simple hash that is used by the decoder to select the corresponding VQ codeword. The obtained experimental results show that rate-distortion results are better than those of JPEG, and show the possibility of using scalable coding to control the used rate and energy.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 49, November 2017, Pages 14-26
نویسندگان
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