• 제목/요약/키워드: performance video

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Mitigating the Impact of Mobility on H.264 Real-Time Video Streams Using Multiple Paths

  • Calafate, Carlos T.;Malumbres, Manuel P.;Manzoni, Pietro
    • Journal of Communications and Networks
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    • 제6권4호
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    • pp.387-396
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    • 2004
  • One of the main problems associated with MANETs is that mobility and the associated route discovery and maintenance procedures of reactive routing protocols cause severe interruptions on real-time video streams. Some of these interruptions are too large to be concealed using any sort of video technology, resulting in communications breaks unpleasant for the final end user. We present a solution for enhanced video transmission that increases route stability by using an improved route discovery process based on the DSR routing protocol, along with traffic splitting algorithms and a preventive route discovery mechanism. We also present some video adaptative mechanisms that improve the overall performance of multipath routing in terms of video data replication and video packet splitting strategies. Combining our proposals, we achieve up to 97% less interruptions on communication with high mobility and over 1.2 dB of improvements in terms of video distortion.

A Review on Motion Estimation and Compensation for Versatile Video Coding Technology (VVC)

  • Choi, Young-Ju;Kim, Byung-Gyu
    • 한국멀티미디어학회논문지
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    • 제22권7호
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    • pp.770-779
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    • 2019
  • Video coding technologies are progressively becoming more efficient and complex. The Versatile Video Coding (VVC) is a new state-of-the art video compression standard that is going to be a standard, as the next generation of High Efficiency Video Coding (HEVC) standard. To explore the future video coding technologies beyond the HEVC, numerous efficient methods have been adopted by the Joint Video Exploration Team (JVET). Since then, the next generation video coding standard named as VVC and its software model called VVC Test Model (VTM) have emerged. In this paper, several important coding features for motion estimation and motion compensation in the VVC standard is introduced and analyzed in terms of the performance. Improved coding tools introduced for ME and MC in VVC, can achieve much better and good balance between coding efficiency and coding complexity compared with the HEVC.

A Contrastive Learning Framework for Weakly Supervised Video Anomaly Detection

  • Hyeon Jeong Park;Je Hyeong Hong
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송∙미디어공학회 2022년도 추계학술대회
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    • pp.171-174
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    • 2022
  • Weakly-supervised learning is a widely adopted approach in video anomaly detection whereby only video labels are utilized instead of expensive frame-level annotations. Since the success of multi-instance learning (MIL), almost all recent approaches are based on maximizing the margin between the set of abnormal video snippets and those of normal video snippets. In this work, we present a simple contrastive approach for weakly supervised video anomaly detection (WS-VAD) with aims to enhance the performance of existing models. The method is generic in nature and introduces a loss function to encourage attraction of output features from the same video class and repel those from different video classes. Experimental results demonstrate our method can be applied to existing algorithms to improve detection accuracy in public video anomaly dataset.

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Wyner-Ziv 비디오 부호화를 위한 비트배정 (Bit Assignment for Wyner-Ziv Video Coding)

  • 박종빈;전병우
    • 대한전자공학회논문지SP
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    • 제47권1호
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    • pp.128-138
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    • 2010
  • 본 논문에서는 Wyner-Ziv 비디오 부호화를 위한 비트배정 방법을 제안한다. 손실 압축을 하는 분산 비디오 부호화 기술인 Wyner-Ziv 비디오 부호화는 부호화기에서 예측 부호화를 수행하지 않는 구조로 인해 저 복잡도 비디오 부호화의 실현이 가능하여 이동단말, 원격영상압축전송, 초저전력 비디오 부호화 등의 응용에 기대되는 기술이다. 비트율-왜곡 측면에서의 부호화 성능은 이론적으로 기존의 방법과 동일할 수 있음이 증명되었지만 지금까지 연구결과들의 비트율-왜곡 성능은 아직 이론적인 목표치에 많이 미치지 못하고 있다. 또한 H.264/AVC와 같은 기존의 비디오 부호화는 블록별로 서로 다른 양자화 값으로 부호화 될 수 있는 구조이므로 다양한 비트배정 기술이 연구되었으나, Wyner-Ziv 비디오 부호화의 한 가지 방법인 변환 영역에서의 Wyner-Ziv 방법 (Transform Domain Wyner-Ziv; TDWZ)의 경우 영상 전체에 해당하는 정보를 하나의 메시지로 묶어서 부호화 및 복호화 하므로, 영역 별로 차등화 된 비트할당이 어려워 목표로 하는 비트율로 부호화 수행이 어려웠다. 본 논문에서는 이러한 문제를 해결하기 위해 부호화기에서 영역별 영상 특성을 예측하여 할당해야할 비트량을 자동으로 계산하며, 이렇게 계산한 할당 비트량은 양자화 행렬을 영역별로 적응적으로 선택하는데 사용하도록 하여 전체 영상의 부호화 성능을 향상 시킬 수 있게 한다.

High Performance and FPGA Implementation of Scalable Video Encoder

  • Park, Seongmo;Kim, Hyunmi;Byun, Kyungjin
    • IEIE Transactions on Smart Processing and Computing
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    • 제3권6호
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    • pp.353-357
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    • 2014
  • This paper, presents an efficient hardware architecture of high performance SVC(Scalable Video Coding). This platform uses dedicated hardware architecture to improve its performance. The architecture was prototyped in Verilog HDL and synthesized using the Synopsys Design Compiler with a 65nm standard cell library. At a clock frequency of 266MHz, This platform contains 2,500,000 logic gates and 750,000 memory gates. The performance of the platform is indicated by 30 frames/s of the SVC encoder Full HD($1920{\times}1080$), HD($1280{\times}720$), and D1($720{\times}480$) at 266MHz.

인터넷환경에서 트래픽증가에 따른 IPTV 성능평가에 관한 연구 (The Study on the Performance Evaluation of IPTV according to the increase of network traffic on the Internet Environment)

  • 조태경
    • 디지털융복합연구
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    • 제13권11호
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    • pp.179-185
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    • 2015
  • 본 논문에서는 네트워크와 TV기술의 융합분야인 IPTV에 관한 연구로써 인터넷 환경에서 망의 트래픽증가에 따른 IPTV의 영상품질의 성능평가를 수행하였다. 이를 위해 실제 인터넷망과 유사한 모의 인터넷망을 구축하여 트래픽증가에 따른 IPTV의 수신 영상의 품질을 V-Factor 측정모델을 사용하여 실험하였으며, 그 결과를 분석하였다. 본 논문에서 도출한 결과는 IPTV 방송에서 시청 가능한 화질의 V-Factor, 네트워크 성능 측정요소, 콘텐츠 관련 측정요소 등에 대한 임계치의 기준으로 활용할 수 있을 것으로 판단된다.

Performance Analysis of Buffer Aware Scheduling for Video Services in LTE Network

  • Lin, Meng-Hsien;Chen, Yen-Wen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권9호
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    • pp.3594-3610
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    • 2015
  • Recent advancements in broadband wireless communication technologies enable mobile users to receive video streaming services with various smart devices. The long term evolution (LTE) network provides high bandwidth and low latency for several emerging mobile applications. This paper proposes the buffer aware scheduling (BAS) approach to schedule the downlink video traffic in LTE network. The proposed BAS scheme applies the weighting function to heuristically adjust the scheduling priority by considering the buffer status and channel condition of UE so as to reduce the time that UE stays in the connected state without receiving data. Both of 1080P and 2160P resolution video streaming sources were applied for exhaustive simulations to examine the performance of the proposed scheme by comparing to that of the fair bandwidth (FB) and the best channel quality indicator (CQI) schemes. The simulation results indicate that the proposed BAS scheme not only achieves better performance in power saving, streaming delivery time, and throughput than the FB scheme while maintaining the similar performance as the best CQI scheme in light traffic load. Specifically, the proposed scheme reduces streaming delivery time and generates less signaling overhead than the best CQI scheme when the traffic load is heavy.

자가동영상을 활용한 디브리핑 학습의 효과: 흡인간호 실습교육을 중심으로 (The Effects of Suction Care Self Video-based Debriefing-assisted Learning in the Fundamentals of Nursing Practice)

  • 김현주
    • 가정간호학회지
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    • 제22권1호
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    • pp.88-97
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    • 2015
  • Purpose: This study was conducted to identify the effects of a suction care self video-based debriefing-assisted learning in the fundamentals of nursing practice for nursing students on clinical performance, self-efficacy and problem-solving process. Methods: A nonequivalent control group non-synchronized design study was used and included 97 junior nursing students at P University as participants, 48 of whom were assigned to the experimental group, and 49 of whom were assigned to the control group. The outcome measurements were clinical performance for suction care, self-efficacy, and the problem-solving process. Results: The scores of clinical performance were 23.75 in the experimental group who used the materials and 21.55 in the control group, and the difference was statistically significant (p<.000). Self-efficacy was 4.30 in the experimental group and 4.18 in the control group, which was a statistically significant difference (p=.000), and the pre-to-post differences of self-efficacy was statistically significant as well (p<.001). However, there were no significant differences in the pre-to-post differences of the problem-solving process (p<.802). Conclusions: Self video-based debriefing-assisted learning may be more effective in enhancing clinical performance and self-efficacy than that of conventional practice. Whether self-efficacy will contribute to enhanced learning motivation for nursing students needs further examination.

급격한 밝기 변화가 있는 비디오 시퀀스에서 효율적인 비디오 색인 알고리즘 (An Efficient Video Indexing Algorithm for Video Sequences with Abrupt Brightness Variation)

  • 김상현;박래홍
    • 대한전자공학회논문지SP
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    • 제41권5호
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    • pp.35-44
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    • 2004
  • 디지털 미디어 데이터의 증가에 따라 디지털 미디어를 효과적으로 관리하고 사용하기 위하여 다양한 비디오 색인 및 비디오 시퀀스 정합 알고리즘이 제안되었다. 본 논문에서는 급격한 밝기 변화를 가지는 비디오 시퀀스에 대해서 효율적인 비디오 색인 알고리즘과 비디오 시퀀스 질의에 대한 비디오 시퀀스 정합 알고리즘을 제안한다. 급격한 밝기 변화를 고려한 비디오 색인의 정확도를 향상시키고 계산량을 줄이기 위해 제안한 알고리즘은 칼라 특성뿐만 아니라 에지 특성도 함께 사용하였으며 기존의 알고리즘에 비해 현저한 성능 향상을 보였다. 제안한 알고리즘은 먼저 칼라 히스토그램을 사용하여 후보 샷경계 지점을 추출하고 에지 정합과 밝기 보상을 이용하여 후보점들이 샷경계인지 밝기 변화인지를 결정한다 장면내의 밝기 변화가 작은 경우 에지 정합과 밝기 보상은 샷경계에서만 일어난다. 실험 결과 제안한 방법은 기존의 방법에 비해 비슷한 계산량으로 현저히 향상된 성능과 효율을 보였다.

Space-Time Quantization and Motion-Aligned Reconstruction for Block-Based Compressive Video Sensing

  • Li, Ran;Liu, Hongbing;He, Wei;Ma, Xingpo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권1호
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    • pp.321-340
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    • 2016
  • The Compressive Video Sensing (CVS) is a useful technology for wireless systems requiring simple encoders but handling more complex decoders, and its rate-distortion performance is highly affected by the quantization of measurements and reconstruction of video frame, which motivates us to presents the Space-Time Quantization (ST-Q) and Motion-Aligned Reconstruction (MA-R) in this paper to both improve the performance of CVS system. The ST-Q removes the space-time redundancy in the measurement vector to reduce the amount of bits required to encode the video frame, and it also guarantees a low quantization error due to the fact that the high frequency of small values close to zero in the predictive residuals limits the intensity of quantizing noise. The MA-R constructs the Multi-Hypothesis (MH) matrix by selecting the temporal neighbors along the motion trajectory of current to-be-reconstructed block to improve the accuracy of prediction, and besides it reduces the computational complexity of motion estimation by the extraction of static area and 3-D Recursive Search (3DRS). Extensive experiments validate that the significant improvements is achieved by ST-Q in the rate-distortion as compared with the existing quantization methods, and the MA-R improves both the objective and the subjective quality of the reconstructed video frame. Combined with ST-Q and MA-R, the CVS system obtains a significant rate-distortion performance gain when compared with the existing CS-based video codecs.