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Video Aesthetic Quality Assessment by Temporal Integration of Photo- and Motion-Based Features

Hsin-Ho Yeh, Chun-Yu Yang, Ming-Sui Lee, Chu-Song Chen
2013 IEEE transactions on multimedia  
This paper presents a new method for accessing the aesthetic quality of videos. It consists of two processes: aesthetic features construction and temporal integration.  ...  First, our method combines both photo-based and motion-based visual clues to extract the aesthetic features for each frame in a video.  ...  Video Aesthetic Quality Assessment by Temporal Integration of Photo-and Motion-Based Features Hsin-Ho Yeh, Chun-Yu Yang, Ming-Sui Lee, and Chu-Song Chen Abstract-This paper presents a new method for accessing  ... 
doi:10.1109/tmm.2013.2280250 fatcat:rrrg2v6brzg25bdg7ddos3i2he

AI-Empowered Persuasive Video Generation: A Survey [article]

Chang Liu, Han Yu
2021 arXiv   pre-print
Today, such videos are often produced by professionals, which is a time-, labour- and cost-intensive undertaking.  ...  Currently, there is no comprehensive survey of AIPVG available. In this paper, we bridge this gap by reviewing key AI techniques that can be utilized to automatically generate persuasive videos.  ...  Avoiding Re-scaling: The resolution and aspect ratio of an image are important when assessing its quality and aesthetics.  ... 
arXiv:2112.09401v1 fatcat:t5bsqo6shbcoleryphaawewevy

Visual quality assessment algorithms: what does the future hold?

Anush Krishna Moorthy, Alan Conrad Bovik
2010 Multimedia tools and applications  
We then journey through 2D image and video quality assessment.  ...  We summarize recent approaches to these problems and discuss in detail our vision for future research on the problems of full-reference and no-reference 2D image and video quality assessment.  ...  In case of videos, additional motion based features are computed as well [38] , [47] .  ... 
doi:10.1007/s11042-010-0640-x fatcat:alhexj5scvdktapusspaeaz4ue

Biologically Inspired Media Quality Modeling

Luming Zhang, Meng Wang, Liqiang Nie, Richang Hong, Yingjie Xia, Roger Zimmermann
2015 Proceedings of the 23rd ACM international conference on Multimedia - MM '15  
Finally, the quality of an image or a video clip is predicted by a probabilistic model.  ...  They are projected onto the perceptual space, which is built upon a set of low-level and high-level visual features.  ...  [29] attempted to use both photo-based aesthetic features and motion features for evaluating video quality. Moorthy et al.  ... 
doi:10.1145/2733373.2806255 dblp:conf/mm/ZhangWNHXZ15 fatcat:sifho5j2jbd77oxc7mdqnsynzi

[Invited papers] A Survey on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia

Wei-Ta Chu, Hideto Motomura, Norimichi Tsumura, Toshihiko Yamasaki
2019 ITE Transactions on Media Technology and Applications  
Attractiveness computing is made possible by the great accumulation of such multimedia artworks and of consumers' responses.  ...  A related emerging research area is the evaluation of such multimedia artworks by machine learning techniques. We call this research area "attractiveness computing."  ...  Yeh et al. 41) combined both photo-based and motion-based visual clues to extract the aesthetic features for each frame in a video.  ... 
doi:10.3169/mta.7.60 fatcat:kj5ehf4lxbdotk7ffvedgqdqsi

Detecting and Removing Visual Distractors for Video Aesthetic Enhancement

Fang-Lue Zhang, Xian Wu, Rui-Long Li, Jue Wang, Zhao-Heng Zheng, Shi-Min Hu
2018 IEEE transactions on multimedia  
To achieve spatially and temporally coherent detection, we propose extracting features at the Temporal-Superpixel (TSP) level using a traditional SVM-based learning framework.  ...  The user study results show that our method can significantly improve the aesthetic quality of videos. Index Terms-video distractor, machine learning, visual quality ✦  ...  Internet multimedia services, such as on-line video services [1] and multimedia transportation [2] want to automatically assess the aesthetic quality of their acquired materials.  ... 
doi:10.1109/tmm.2018.2790163 fatcat:l723uwddqfelvfrul32tvef4u4

A Survey on Image Aesthetic Assessment [article]

Abbas Anwar, Saira Kanwal, Muhammad Tahir, Muhammad Saqib, Muhammad Uzair, Mohammad Khalid Imam Rahmani, Habib Ullah
2022 arXiv   pre-print
Many traditional hand-crafted and deep learning-based approaches are reviewed, and critical problem aspects are discussed, including why some features or models perform better than others and the limitations  ...  This article presents a review of the contemporary automatic image aesthetics assessment techniques.  ...  For shot features, the foreground motion [54] , [55] , [56] , [57] , the background motion and the texture dynamics [58] are computed from the video.  ... 
arXiv:2103.11616v2 fatcat:4zwjch6vajetrnfd65hnjehegi

Character index

2011 2011 IEEE International Conference on Multimedia and Expo  
Paolo D'amato TILE FORMAT: A NOVEL FRAME COMPATIBLE APPROACH FOR 3D VIDEO BROADCASTING Antitza Dantcheva FEMALE FACIAL AESTHETICS BASED ON SOFT BIOMETRICS AND PHOTO-QUALITY Mohamed Daoudi NON-RIGID 3D  ...  AND THE SIGNATURE QUADRATIC FORM DISTANCE FOR SEMANTIC-BASED DETECTION OF NEAR-DUPLICATE VIDEO CLIPS A NO REFERENCE METRIC FOR THE QUALITY ASSESSMENT OF VIDEOS AFFECTED BY EXPOSURE DISTORTION AUTOMATIC  ... 
doi:10.1109/icme.2011.6011827 fatcat:wjy7yvkmvbbf3hj4wbyjapx5gu

2021 Index IEEE Transactions on Multimedia Vol. 23

2021 IEEE transactions on multimedia  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  The Subject Index contains entries describing the item under all appropriate subject headings, plus the first author's name, the publication abbreviation, month, and year, and inclusive pages.  ...  ., +, TMM 2021 2986-2997 Panoramic Video Quality Assessment Based on Non-Local Spherical CNN. RealVAD: A Real-World Dataset and A Method for Voice Activity Detection by Body Motion Analysis.  ... 
doi:10.1109/tmm.2022.3141947 fatcat:lil2nf3vd5ehbfgtslulu7y3lq

A Natural and Immersive Virtual Interface for the Surgical Safety Checklist Training

Andrea Ferracani, Daniele Pezzatini, Alberto Del Bimbo
2014 Proceedings of the 2014 ACM International Workshop on Serious Games - SeriousGames '14  
By leveraging big data from billions of search queries, billions of images on the web and from the social networks, and billions of user clicks, we have designed massive machine learning systems to continuously  ...  I will demonstrate with many examples how Bing has delivered a superior image search user experience, quantitatively, qualitatively and aesthetically, by utilizing computer vision techniques.  ...  Reconstruction Automatic Facial Image Annotation and Retrieval by Integrating Voice Label and Visual Appearance Query-Adaptive Hash Code Ranking for Fast Nearest Neighbor Search Systematic Assessment  ... 
doi:10.1145/2656719.2656725 dblp:conf/mm/FerracaniPB14a fatcat:obsb2i4iybhu3dq77hujvjtbze

Personal media sharing and authoring on the web

Xian-Sheng Hua, Shipeng Li
2005 Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05  
Scalable video codec tackles the issue of huge data transmission, multimedia content analysis facilitates automatic video editing, and template-based media authoring scheme further reduces the workload  ...  of media sharing and authoring.  ...  and "mild motion". • By dominant colors, such as blue, green, and red. • By perceived quality measures [8] , such as visual quality, motion quality, compression ratio, frame-rate and resolution. • By  ... 
doi:10.1145/1101149.1101229 dblp:conf/mm/HuaL05 fatcat:suyzk3mhc5avnnyx7jxehzjxkm

Table of Contents

2021 IEEE transactions on multimedia  
Qin Subjective and Objective Quality Assessment and User Experience Panoramic Video Quality Assessment Based on Non-Local Spherical CNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Sun HDR and Ultra HD Multimedia Processing and Communications Blind Quality Assessment for Tone-Mapped Images by Analysis of Gradient and Chromatic Statistics . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tmm.2021.3132246 fatcat:el7u2udtybddrpbl5gxkvfricy

"You Tube and I Find"—Personalizing Multimedia Content Access

S. Venkatesh, B. Adams, Dinh Phung, C. Dorai, R.G. Farrell, L. Agnihotri, N. Dimitrova
2008 Proceedings of the IEEE  
Ravin, and W. Teiken at IBM Research for their collaboration and active participation in the MAGIC project.  ...  For example, Adams and Venkatesh [3] present a personal media browser that indexes photos, videos, and movies generated by eMediaTE, in a 3-D spatio-temporal context.  ...  For detailed annotation, one can envision a sports database of stored motion event models based on detection of coordinated sequences of discrete motion activities, and video search and browsing involves  ... 
doi:10.1109/jproc.2008.916378 fatcat:3ilsibo5qjaudovr5euid56z3e

State of the "Art": A Taxonomy of Artistic Stylization Techniques for Images and Video

Jan Eric Kyprianidis, John Collomosse, Tinghuai Wang, Tobias Isenberg
2013 IEEE Transactions on Visualization and Computer Graphics  
Second, the evolution of local processing approaches toward edge-aware filtering for real-time stylization of images and video.  ...  The survey then concludes with a discussion of open challenges for 2D NPR identified in recent NPR symposia, including topics such as user and aesthetic evaluation.  ...  By using temporal constraints, the framework is able to create temporally coherent video output.  ... 
doi:10.1109/tvcg.2012.160 pmid:22802120 fatcat:3o7mrkp7bjcprc2d7i76yt4cve

LazyCut

Xian-Sheng Hua, Zengzhi Wang, Shipeng Li
2005 Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05  
The rapid adoption of digital cameras and camcorders leads to an explosive growth of personal photos and home video in digital form.  ...  Furthermore, the two layers of authoring templates separate the video authoring from video representation.  ...  tools in terms of video quality generated and time spent.  ... 
doi:10.1145/1101149.1101318 dblp:conf/mm/HuaWL05 fatcat:u4o5w3fk7vfoxowt2ttks3mghi
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