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Found 10 papers, 7 papers with code
Power Reduction Opportunities on End-User Devices in Quality-Steady Video Streaming
We find that based on the power consumption of the streaming sessions from the crowdsourcing dataset, devices could save more than 55% of power if all participants adhere to low-power settings.
Audiovisual Database with 360 Video and Higher-Order Ambisonics Audio for Perception, Cognition, Behavior, and QoE Evaluation Research
Research into multi-modal perception, human cognition, behavior, and attention can benefit from high-fidelity content that may recreate real-life-like scenes when rendered on head-mounted displays.
Modeling of Energy Consumption and Streaming Video QoE using a Crowdsourcing Dataset
In this paper, we perform a first analysis of both end-user power efficiency and Quality of Experience of a video streaming service.
Semantic-driven Colorization
As a human experience in colorization, our brains first detect and recognize the objects in the photo, then imagine their plausible colors based on many similar objects we have seen in real life, and finally colorize them, as described in the teaser.
Bitstream-based Model Standard for 4K/UHD: ITU-T P.1204.3 - Model Details, Evaluation, Analysis and Open Source Implementation
Index Terms-bitstream model, video quality, machine learning , HTTP adaptive streaming.
cencro -- Speedup of Video Quality Calculation using Center Cropping.
We use VMAF as an example with a video database up to 4K resolution videos, to show that our approach works well.
AVT-VQDB-UHD-1: A Large Scale Video Quality Database for UHD-1
In the second step, different state-of-the-art objective quality models were applied to all videos and their performance was analyzed in comparison with the subjective ratings, e. g. using Netflix's VMAF.
Evaluation of Intra-coding based image compression.
Beside classical image compression, e. g. JPEG, there is also ongoing development to use video codecs to compress images.
AVTrack360: An open Dataset and Software recording people's Head Rotations watching 360° Contents on an HMD
In case of videos, head-saliency data can be used for training saliency models, as information for evaluating decisions during content creation, or as part of streaming solutions for region-of-interest-specific coding as with the latest tile-based streaming solutions, as discussed also in standardization bodies such as MPEG.
HTTP Adaptive Streaming QoE Estimation with ITU-T Rec. P.1203 – Open Databases and Software
This paper describes an open dataset and software for ITU-T Rec.
