Litcius/Paper detail

VCD

Hadi Amirpour, Vignesh V Menon, Samira Afzal, M. Ghanbari, Christian Timmerer

202226 citationsDOIOpen Access PDF

Abstract

This paper provides an overview of the open Video Complexity Dataset (VCD) which comprises 500 Ultra High Definition (UHD) resolution test video sequences. These sequences are provided at 24 frames per second (fps) and stored online in losslessly encoded 8-bit 4:2:0 format. In this paper, all sequences are characterized by spatial and temporal complexities, rate-distortion complexity, and encoding complexity with the x264 AVC/H.264 and x265 HEVC/H.265 video encoders. The dataset is tailor-made for cutting-edge multimedia applications such as video streaming, two-pass encoding, per-title encoding, scene-cut detection, etc. Evaluations show that the dataset includes diversity in video complexities. Hence, using this dataset is recommended for training and testing video coding applications. All data have been made publicly available as part of the dataset, which can be used for various applications.

Topics & Concepts

Computer scienceEncoderEncoding (memory)Coding (social sciences)Multiview Video CodingVideo compression picture typesBit rateSmacker videoComputational complexity theoryArtificial intelligenceComputer visionVideo processingVideo trackingAlgorithmReal-time computingStatisticsOperating systemMathematicsImage and Video Quality AssessmentVideo Coding and Compression TechnologiesAdvanced Image Processing Techniques