Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The advent of video-sharing sites such as YouTube has led to an unprecedented Internet delivery of community-contributed video content. Hover, most of these videos are not quality-controlled.  reports a first attempt towards assessing b videos in terms of visual quality with significant tests on 30k b videos.  regard the quality assessment as a two-class classification problem: features motivated from domain knowledge are extracted to be the visual representation while the overall quality is the two-class label. Observing that b videos are characterized by a much higher diversity of content, genres, capture devices, and skills than any other traditional video program,  propose to combine two types of domain knowledge to predict the perceived quality score. One of the domain knowledge types is the spatiotemporal factors affecting the overall perceived quality of b videos, including four spatial factors and two temporal factors.  study the effectiveness of various spatiotemporal factors and propose some novel spatial factors pertaining the characteristics of b videos. The other is the video editing style, including shot editing style, frame size, and black side ratio. Comprehensive experiments and evaluations over 30k b videos which add up to 1200h in total demonstrated the effectiveness of the proposed approach.  show some preliminary results for application to filtering and re-ranking of retrieved b videos.
['Tian Xia', 'Tao Mei', 'Gang Hua', 'Yongdong Zhang', 'Xian-Sheng Hua']
I am writing a research paper on a idea Visual quality assessment for web videos
[{"from": "human", "value": "I am writing a research paper on a idea Visual quality assessment for web videos"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The advent of video-sharing sites such as YouTube has led to an unprecedented Internet delivery of community-contributed video content. Hover, most of these videos are not quality-controlled.  reports a first attempt towards assessing b videos in terms of visual quality with significant tests on 30k b videos.  regard the quality assessment as a two-class classification problem: features motivated from domain knowledge are extracted to be the visual representation while the overall quality is the two-class label. Observing that b videos are characterized by a much higher diversity of content, genres, capture devices, and skills than any other traditional video program,  propose to combine two types of domain knowledge to predict the perceived quality score. One of the domain knowledge types is the spatiotemporal factors affecting the overall perceived quality of b videos, including four spatial factors and two temporal factors.  study the effectiveness of various spatiotemporal factors and propose some novel spatial factors pertaining the characteristics of b videos. The other is the video editing style, including shot editing style, frame size, and black side ratio. Comprehensive experiments and evaluations over 30k b videos which add up to 1200h in total demonstrated the effectiveness of the proposed approach.  show some preliminary results for application to filtering and re-ranking of retrieved b videos."}]