2015•Zenodo (CERN European Organization for Nuclear Research)Open access

A Novel Video Compression Prototype for Large Scale Videos using Content Mining Techniques

Abdul Kader Nihal K N, A.R. Mohamed Shanawas

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Abstract

The video compression became one of the mandatory elements in the modern digital technology so that the large-scale video should be compressed in order to serve high density digital videos that are transmitted over even on low bandwidth network carriers. The existing video compression techniques are not adequate in order to support high speed transmission needs of video transfer, particularly in medical and defense sector. In this paper, the authors analyzed the existing video compression techniques along with pros and cons. Then, the authors proposed a novel video compression prototype for compressing large scale videos using data mining techniques, which falls under loosely compression. However, the Proof-of-Concept (PoC) and result interpretation shows that the proposed video compression is at least five times better than the available video compression techniques for large scale video compression.

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What this paper is about

The video compression became one of the mandatory elements in the modern digital technology so that the large-scale video should be compressed in order to serve high density digital videos that are transmitted over even on low bandwidth network carriers. The existing video compression techniques are not adequate in order to support high speed transmission needs of video transfer, particularly in medical and defense sector. In this paper, the authors analyzed the existing video compression techniques along with pros and cons. Then, the authors proposed a novel video compression prototype for compressing large scale videos using data mining techniques, which falls under loosely compression. However, the Proof-of-Concept (PoC) and result interpretation shows that the proposed video compression is at least five times better than the available video compression techniques for large scale video compression.

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Available abstract

The video compression became one of the mandatory elements in the modern digital technology so that the large-scale video should be compressed in order to serve high density digital videos that are transmitted over even on low bandwidth network carriers. The existing video compression techniques are not adequate in order to support high speed transmission needs of video transfer, particularly in medical and defense sector. In this paper, the authors analyzed the existing video compression techniques along with pros and cons. Then, the authors proposed a novel video compression prototype for compressing large scale videos using data mining techniques, which falls under loosely compression. However, the Proof-of-Concept (PoC) and result interpretation shows that the proposed video compression is at least five times better than the available video compression techniques for large scale video compression.

Key concepts: Video compression picture types, Data compression, Computer science, Uncompressed video, Video processing, Compression (physics), Digital video, Video tracking

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