• Title/Summary/Keyword: Video Quality Assessment

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Objective Quality Assessment for Stitched Image and Video (스티칭 영상의 객관적 영상화질의 평가 방법)

  • Billah, Meer Sadeq;Tuan, Thai Thanh;Ahn, Heejune
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2017.11a
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    • pp.218-220
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    • 2017
  • Recently, stitching techniques are used for obtaining wide FOV, e.g., panorama contents, from normal cameras. Despite many proposed algorithms, the no objective quality evaluation method is developed, so the comparison of algorithms are performed only in subjective way. The paper proposes a 'Delaunay-triangulation based objective assessment method' for evaluating the geometric and photometric distortions of stitched or warped images. The reference and target images are segmented by Delaunay-triangulation based on matched points between two images, the average Euclidian distance is used for geometric distortion measure, and the average or histogram of PSNR for photometric measure. We shows preliminary results with several test images and stitching methods for demonstrate the benefits and application.

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Affective Effect of Video Playback Style and its Assessment Tool Development (영상의 재생 스타일에 따른 감성적 효과와 감성 평가 도구의 개발)

  • Jeong, Kyeong Ah;Suk, Hyeon-Jeong
    • Science of Emotion and Sensibility
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    • v.19 no.3
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    • pp.103-120
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    • 2016
  • This study investigated how video playback styles affect viewers' emotional responses to a video and then suggested emotion assessment tool for playback-edited videos. The study involved two in-lab experiments. In the first experiment, observers were asked to express their feelings while watching videos in both original playback and articulated playback simultaneously. By controlling the speed, direction, and continuity, total of twelve playback styles were created. Each of the twelve playback styles were applied to five kinds of original videos that contains happy, anger, sad, relaxed, and neutral emotion. Thirty college students participated and more than 3,800 words were collected. The collected words were comprised of 899 kinds of emotion terms, and these emotion terms were classified into 52 emotion categories. The second experiment was conducted to develop proper emotion assessment tool for playback-edited video. Total of 38 emotion terms, which were extracted from 899 emotion terms, were employed from the first experiment and used as a scales (given in Korean and scored on a 5-point Likert scale) to assess the affective quality of pre-made video materials. The total of eleven pre-made commercial videos which applied different playback styles were collected. The videos were transformed to initial (un-edited) condition, and participants were evaluated pre-made videos by comparing initial condition videos simultaneously. Thirty college students evaluated playback-edited video in the second study. Based on the judgements, four factors were extracted through the factor analysis, and they were labelled "Happy", "Sad", "Reflective" and "Weird (funny and at the same time weird)." Differently from conventional emotion framework, the positivity and negativity of the valence dimension were independently treated, while the arousal aspect was marginally recognized. With four factors from the second experiment, finally emotion assessment tool for playback-edited video was proposed. The practical value and application of emotion assessment tool were also discussed.

A Study on the Realization of Virtual Simulation Face Based on Artificial Intelligence

  • Zheng-Dong Hou;Ki-Hong Kim;Gao-He Zhang;Peng-Hui Li
    • Journal of information and communication convergence engineering
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    • v.21 no.2
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    • pp.152-158
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    • 2023
  • In recent years, as computer-generated imagery has been applied to more industries, realistic facial animation is one of the important research topics. The current solution for realistic facial animation is to create realistic rendered 3D characters, but the 3D characters created by traditional methods are always different from the actual characters and require high cost in terms of staff and time. Deepfake technology can achieve the effect of realistic faces and replicate facial animation. The facial details and animations are automatically done by the computer after the AI model is trained, and the AI model can be reused, thus reducing the human and time costs of realistic face animation. In addition, this study summarizes the way human face information is captured and proposes a new workflow for video to image conversion and demonstrates that the new work scheme can obtain higher quality images and exchange effects by evaluating the quality of No Reference Image Quality Assessment.

Image Quality Assessment by Measuring Blocking Artifacts (블록화 현상의 측정을 통한 영상의 화질평가)

  • Lee, Sang-Woo;Park, Sang-Ju
    • The KIPS Transactions:PartB
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    • v.15B no.5
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    • pp.383-390
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    • 2008
  • Block based transform coding is most popular approach for image and video compression. However it suffers from severe quality degradation especially from blocking artifacts. The subjective quality degradation caused by such blocking artifacts in general does not agree well with an objecive quality measurement such as PSNR. Hence new quality evaluation technique is necessary. We propose a new image quality assessment method by measuring blocking artifacts for block based transform coded images. In order to characterize blocking artifacts, proposed method utilizes the facts that, blocking artifacts, when occur, have different pixel values along the block boundaries and such differences usually continuously span along the whole boundaries. This method does not require the original uncompressed image. It operates on single block boundary and quantifies the amount of blocking artifacts on it. Experiments on various compressed images various bitrates show that proposed quantitative measure of blocking artifacts matches well with the subjective quality of them judged by human visual system.

Evaluation of Color Reproduction Characteristics of TFT-LCD and AMOLED for Mobile Phone (모바일폰용 TFT-LCD와 AMOLED의 색재현성 평가)

  • Park, Tae-Yong;Lee, Cheol-Hee;Ha, Yeong-Ho
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.45 no.1
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    • pp.29-37
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    • 2008
  • With the rapid development of display technology as well as the diversity of display, image quality assessment plays an important role in display color reproduction. The image quality has described by objective evaluation based on the physical measured data, such as contrast ratio, color reproduction range, color temperature, and gamma characteristics, etc., however, the final judgement is achieved by perceptual quality assessment of observers. Therefore, it is necessary to investigate the relationship between physical performance of display and perceptual image quality. Thus, in order to evaluate objectively the color reproduction characteristics of two mobile displays, TFT-LCD and AMOLED, we measured the darkroom contrast ratio of full screen, luminance and color temperature of full-screen white, full-screen gray and color linearity, tone reproduction of color scales for each RGB primary, and color reproduction range. Then the pair-wise comparison is implemented for image experts and naive observers not only to judge their preference on principal evaluation attributes but also to subjectively describe perceived image quality. Through two evaluation processes, we derived the objective bases that can prove the results of subjective image quality assessment by interconnecting physical factors that have influence on observers' preference judgements. Finally, this paper provided important information for improving the image quality and increasing preference from an observer's point of view.

Statistical Analysis of a Subjective QoE Assessment for VVoIP Applications

  • Cano, Maria-Dolores;Cerdan, Fernando;Almagro, Sergio
    • ETRI Journal
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    • v.32 no.6
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    • pp.843-853
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    • 2010
  • A successful deployment of multimedia applications over wireless environments entails improving the quality of service (QoS), not only from a technical point of view, but also considering the quality of experience (QoE) from the final user's perception. Although objective QoE measure models avoid the difficulties of subjective surveys, subjective QoE assessments are essential to understand the way users evaluate the QoS. In this work, we study the effect of a wide range of parameters on the QoE of VVoIP applications in a real wireless scenario. Through a complete statistical analysis of users' ratings, we identify the following facts. Although the use of VVoIP in wireless networks does not yet represent an advantage for users, there are great expectations for all applications under study, and with greater popularity comes higher expectations. It is easier for respondents to identify good behavior than poor behavior. Whereas the respondents' frequency of Internet use does not impact on the scores, respondents' gender does. Finally, the most determining parameters of quality from a user's perspective were instability, video quality, voice distortion, usefulness, and graphical interface.

No-Reference Video-Quality Assessment of Packet Loss Effect over Packet Video Network (패킷비디오 네트워크에서의 패킷손실을 고려한 무기준 화질열화 예측기법)

  • Han, Jung-Hyun;Kim, Yo-Han;Kim, Hyun-Tai;Shin, Ji-Tae
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.183-186
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    • 2009
  • 인터넷의 발전과 비디오 압축 코덱의 발전으로 인해 실시간 영상 스트리밍 (Streaming) 서비스가 가능해졌다. 하지만, 패킷 손실로 인한 비디오 화질 열화는 여전히 문제가 되고 있다. 이 때문에 부호화기 에서는 에러에 강한 내성을 가지는 부호화방법으로 압축하며, 복호화기 에서는 에러 은닉기법을 통하여 패킷 손실에 의한 화질열화를 최소화한다. 이런 기법들을 활용하기 위해서는 패킷손실을 보정한 정확한 화질 열화를 측정 할 수 있는 방법이 필요하다. 영상의 화질을 평가하는 방법은 어떤 정보를 기준으로 평가하느냐에 따라서 전체 기준법 (Full Reference), 부분기준법 (Reduced Reference) 그리고 무기준법 (No Reference)으로 나눌 수 있다. 이중에서 무기준법은 수신 영상만을 가지고 측정하기 때문에, 다른 방법보다 활용범위가 넓다. 본 논문에서는 패킷 비디오 네트워크 환경에서의 발생할 수 있는 다양한 패턴의 패킷 손실에 따른 비디오의 화질 열화를 무기준법에 의해 측정하는 방법을 제안한다. 제안한 방법은 수신된 영상의 움직임 정보를 이용하여 패킷 손실에 따른 각 프레임당 초기 에러 값을 예측 한다. 실험 결과를 통하여 제안한 방법이 상당히 높은 피어슨 상관도 (Pearson Correlation)를 보여준다.

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Extraction of Information on Road Surface Using Digital Video Camera (디지털 비디오카메라를 이용한 도로노면정보 추출)

  • Jang Ho Sik
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.23 no.1
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    • pp.9-17
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    • 2005
  • The objective of the study is to extract information about the road surfaces to be studied by analyzing asphalt concrete-paved road surface images photographed with a digital video camera. To analyze the accuracy of road surface information gained using a digital imagery processing method, it was compared and analyzed with the outcomes of control surveying. As a result, an average error of 0.0427 m in the X-axis direction, that of 0.0527 m in the Y-axis direction, and that of 0.1539 m in the Z-axis direction were found, good enough for mapping at a scale of 1:1,000 or less and GIS data. Besides, information on road surface assessment factors such as crack ratio, the amount of rutting and profile index was gained by analyzing processed digital imagery. This information made it possible to conduct road surface assessment by generating PSI and MCI. As quality digital image information has been gathered from roads and stored, important fundamental data on PMS (Pavement Management System) will become available in the future.

System Design of High-Definition Media Transceiver based on Power Line Communication and Its Performance Analysis (전력선 통신 기반 HD급 미디어 전송 시스템 설계 및 성능 분석)

  • Kim, Ji-Hyoung;Kim, Kwan-Woong;Kim, Yong-K.
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.1
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    • pp.192-196
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    • 2010
  • Due to a development of a modem technology as Power Line Communication(PLC) over 200 Mbps, the high-speed multi-media data trasmission could be currently possible. The strength of the PLC has no more additional wiring work. PLC has also possible to high quality data transmission with currently electrical cable. It has a various strong point campare with existing wire and wireless communication technologies. In This paper we develop a high quality media transmitter-receiver based on merging the HomePlug AV, which is 200 Mbps class PLC technology and HDMI Interface technology. The video function was used for the VEDEO TEST GENERATOR in order to a property valuation. Smart Live 6 software were used for the assessment of audio property. As the result of measurement of the HD class images by capturing from the receiver of the PLC, the quality of images couldn't be confirm any deterioration, which has compared with original reflections. In case of audio part as the result of confirmation of the Phase, Magnitude, it has been confirmed that over 90% of nomal transmition and receiving of acoustic signal. It can be possible to have HD class Media service through the PLC.

An Efficient QoE-Aware Transport Stream Assessment Schemes for Realtime Mobile IPTV's Distorting Contents Evaluation (실시간 모바일 IPTV의 열화 컨텐츠 평가를 위한 효율적 QoE 인지형 전송 스트림 측정 스키마)

  • Kim, Jin-Sul;Yoon, Chang-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.2B
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    • pp.352-360
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    • 2010
  • Supporting user perceptual QoE-guaranteed IP-based multimedia service such as IPTV and Mobile IPTV, we represent an efficient QoE-aware transport stream assessment schemes to apply realtime mobile IPTV's contents distorted by various network errors such as bandwidth, delay, jitter, and packet loss. This paper proposes in detail an efficient matching and QoE-aware measurement methods. The brightness of the digitized contents per each frames of transport streams is used and applied to reduced-reference method. The hybrid video quality metric is designed by QoE-indicators such as blur, block, edge busyness, and color error. We compare original with processed source to evaluate them in a high precision degree of accuracy.