• Title/Summary/Keyword: Frame Skip

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Driving Condition based Dynamic Frame Skip Method for Processing Real-time Image Recognition Methods in Smart Driver Assistance Systems (스마트 운전자 보조 시스템에서 영상인식기법의 실시간 처리를 위한 운전 상태 기반의 동적 프레임 제외 기법)

  • Son, Sanghyun;Jeon, Yongsu;Baek, Yunju
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.1
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    • pp.54-62
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    • 2018
  • According to evolution of technologies, many devices related to various applications were researched. The advanced driver assistance system is a famous technique effected from the evolution. The technique of driver assistance uses image recognition methods to collect exactly information around the vehicle. The computing power of driver assistance device has become more improved than in the past. However, it's difficult that processed various recognition methods at real-time. We propose new frame skip method to process various recognition methods at real-time in the limited hardware. In the previous researches, frame skip rate was set up static values, thus the number of processed frames through recognition methods was smaller. We set up the frame skip rate dynamically using a driving condition of vehicle through speed and acceleration value, in addition, the number of processed frames was maximized. The performance is improved more 32.5% than static frame skip method.

Interframe interpolation technique based on variable skip rate (가변 스킵율 기반의 프레임간 보간 기법)

  • Kim, Dong-wook;Choi, Yeon-sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.3B
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    • pp.510-518
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    • 2000
  • A new video interpolation technique based on variable skip rate of video sequence is proposed in this paper. in the proposed technique. the determination whether a frame is skipped or not is done by the degree of motion complexity of the frame. If the motion complexity of a frame is low the frame is skipped. otherwise it is coded and transmitted. To determine the motion complexity of a frame a new technique using MEF (moving edge in frame),the set of pixels considered as moving edges in a frame. is introduced. In the course of decoding and interpolating of receiver., the motion field is segmented. For the purpose of dividing vector field morphological filtering is applied. Morphological filtering also used to smooth the boundaries between the changed and unchanged region. In the simulation results, the proposed technique shows higher quality and lower fluctuation of picture quality than the conventional techniques on conditioning of the same bit rate.

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A Fast Intra Skip Detection Algorithm for H.264/AVC Video Encoding

  • Kim, Byung-Gyu;Kim, Jong-Ho;Cho, Chang-Sik
    • ETRI Journal
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    • v.28 no.6
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    • pp.721-731
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    • 2006
  • A fast intra skip detection algorithm based on the ratedistortion (RD) cost for an inter frame (P-slices) is proposed for H.264/AVC video encoding. In the H.264/AVC coding standard, a robust rate-distortion optimization technique is used to select the best coding mode and reference frame for each macroblock (MB). There are three types of intra predictions according to profiles. These are $16{\times}16$ and $4{\times}4$ intra predictions for luminance and an $8{\times}8$ intra prediction for chroma. For the high profile, an $8{\times}8$ intra prediction has been added for luminance. The $4{\times}4$ prediction mode has 9 prediction directions with 4 directions for $16{\times}16$ and $8{\times}8$ luma, and $8{\times}8$ chrominance. In addition to the inter mode search procedure, an intra mode search causes a significant increase in the complexity and computational load for an inter frame. To reduce the computational load of the intra mode search at the inter frame, the RD costs of the neighborhood MBs for the current MB are used and we propose an adaptive thresholding scheme for the intra skip extraction. We verified the performance of the proposed scheme through comparative analysis of experimental results using joint model reference software. The overall encoding time was reduced up to 32% for the IPPP sequence type and 35% for the IBBPBBP sequence type.

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An Optimal Selection of Frame Skip and Spatial Quantization for Low Bit Rate Video Coding (저속 영상부호화를 위한 최적 프레임 율과 공간 양자화 결정)

  • Bu, So-Young;Lee, Byung-Uk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.6C
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    • pp.842-847
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    • 2004
  • We present a new video coding technique to tradeoff frame rate and picture quality for low bit rate video coding. We show a model equation for selecting the optimal frame rate from the motion content of the source video. We can determine DCT quantization parameter (QP) using the frame rate and bit rate. For objective video quality measurement we propose a simple and effective error measure for skipped frames. The proposed method enhances the video quality up to 2 ㏈ over the H.263 TMN5 encoder.

A Skip-mode Coding for Distributed Compressive Video Sensing (분산 압축 비디오 센싱을 위한 스킵모드 부호화)

  • Nguyen, Quang Hong;Dinh, Khanh Quoc;Nguyen, Viet Anh;Trinh, Chien Van;Park, Younghyeon;Jeon, Byeungwoo
    • Journal of Broadcast Engineering
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    • v.19 no.2
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    • pp.257-267
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    • 2014
  • Distributed compressive video sensing (DCVS) is a low cost sampling paradigm for video coding based on the compressive sensing and the distributed video coding. In this paper, we propose using a skip-mode coding in DCVS under the assumption that in case of high temporal correlation, temporal interpolation can guarantee sufficiently good quality of nonkey frame, therefore no need to transmit measurement data in such a nonkey frame. Furthermore, we extend it to use a hierarchical structure for better temporal interpolation. Simulation results show that the proposed skip-mode coding can save the average subrate of whole video sequence while the PSNR is reduced only slightly. In addition, by using the proposed scheme, the computational complexity is also highly decreased at decoder on average by 43.75% for video sequences that have strong temporal correlation.

Early Termination Algorithm of Merge Mode Search for Fast High Efficiency Video Coding (HEVC) Encoder (HEVC 인코더 고속화를 위한 병합 검색 조기 종료 결정 알고리즘)

  • Park, Chan Seob;Kim, Byung Gyu;Jun, Dong San;Jung, Soon Heung;Kim, Youn Hee;Seok, Jin Wook;Choi, Jin Soo
    • Journal of Broadcast Engineering
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    • v.18 no.5
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    • pp.691-701
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    • 2013
  • In this paper, an early termination algorithm for merge process is proposed to reduce the computational complexity in High Efficiency Video Coding (HEVC) encoder. In the HEVC, the same candidate modes from merge candidate list (MCL) are shared to predict a merge or merge SKIP mode. This search process is performed by the number of the obtained candidates for the both of the merge and SKIP modes. This may cause some redundant search operations. To reduce this redundant search operation, we employ the neighboring blocks which have been encoded in prior, to check on the contextual information. In this study, the spatial, temporal and depth neighboring blocks have been considered to compute a correlation information. With this correlation information, an early termination algorithm for merge process is suggested. When all modes of neighboring blocks are SKIP modes, then the merge process performs only SKIP mode. Otherwise, usual merge process of HEVC is performed Through experimental results, the proposed method achieves a time-saving factor of about 21.25% on average with small loss of BD-rate, when comparing to the original HM 10.0 encoder.

Development of Multi-Function Image Splitter (다기능 영상분할기 개발에 관한 연구)

  • Cho, Duk-Sang;Rho, Kwang-Hyun;Han, Min-Hong;Lee, Jae-Il
    • IE interfaces
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    • v.12 no.2
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    • pp.174-179
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    • 1999
  • This paper describes the development of low cost, miniaturized multi-function image splitter for an unmanned guard system. The essential equipments of an image splitter system consist of a video system which displays in one screen images inputted by several cameras, a frame switcher which records each image sequentially in VTR, and TBC(Time Base Control) system which prevents image flickering during image switching. Currently, the price of similar system on the market is high, system management and repair are difficult, and bulky space is required. Futhermore, since currently available frame switcher can record only 30frame/sec, if eight cameras are installed, each camera image is recorded at the low speed of 3.75frame/sec, and consequently skip some images which may be vital for legal evidence. In this research, we have solved the problem of low speed recording by recording the video screen of splitted images at 30frame/sec and zooming each image when play back.

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Multi-View Video System using Single Encoder and Decoder (단일 엔코더 및 디코더를 이용하는 다시점 비디오 시스템)

  • Kim Hak-Soo;Kim Yoon;Kim Man-Bae
    • Journal of Broadcast Engineering
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    • v.11 no.1 s.30
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    • pp.116-129
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    • 2006
  • The progress of data transmission technology through the Internet has spread a variety of realistic contents. One of such contents is multi-view video that is acquired from multiple camera sensors. In general, the multi-view video processing requires encoders and decoders as many as the number of cameras, and thus the processing complexity results in difficulties of practical implementation. To solve for this problem, this paper considers a simple multi-view system utilizing a single encoder and a single decoder. In the encoder side, input multi-view YUV sequences are combined on GOP units by a video mixer. Then, the mixed sequence is compressed by a single H.264/AVC encoder. The decoding is composed of a single decoder and a scheduler controling the decoding process. The goal of the scheduler is to assign approximately identical number of decoded frames to each view sequence by estimating the decoder utilization of a Gap and subsequently applying frame skip algorithms. Furthermore, in the frame skip, efficient frame selection algorithms are studied for H.264/AVC baseline and main profiles based upon a cost function that is related to perceived video quality. Our proposed method has been performed on various multi-view test sequences adopted by MPEG 3DAV. Experimental results show that approximately identical decoder utilization is achieved for each view sequence so that each view sequence is fairly displayed. As well, the performance of the proposed method is examined in terms of bit-rate and PSNR using a rate-distortion curve.

An Effective P-Frame Transcoding from H.264 to MPEG-2 (H.264 to MPEG-2 Transcoding을 위한 효율적인 P-Frame 변환 방법)

  • Kim, Gi-Hong;Son, Nam-Rye;Lee, Guee-Sang
    • The KIPS Transactions:PartB
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    • v.17B no.1
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    • pp.31-36
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    • 2010
  • After the launch of MPEG-2, it is widely used in multimedia applications like a Digital-TV or a DVD. Then, After the launch of H.264 at 2004, it has been expected to replace MPEG-2 and services IPTV and DMB. As we have been used to MPEG-2 devices by this time, we can not access H.264 Broadcast with MPEG-2 device. So We propose a new approach to transcode H.264 video into MPEG-2 form which can facilitate to display H.264 video with MPEG-2 device. To reduce the quality loss by transcoding, we use CPDT(Cascaded Pixel Domain Transcoder) structure. And to minimize processing time, SKIP block, INTRA block and motion vectors obtain from decoding process is employed for transcoding. we use BMA(Boundary Matching Algorithm) to select only one from candidate motion vectors. Experimental results show a considerable improved PSNR with reduction in processing time compared with existing methods.

Bit Allocation Method for Variable Frame Rated Low Bit Coding Scheme (저 전송률 환경에서 가변 프레임 율을 갖는 비디오 코딩의 비트 할당 기법)

  • 홍유리;최윤식
    • Proceedings of the IEEK Conference
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    • 2001.09a
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    • pp.51-54
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    • 2001
  • 지금까지의 비트 율 조절에 대한 연구는 일정한 프레임 율을 갖는다는 가정 하에서 매크로 블록 단에서의 연구가 대부분이었다. 그러나 저 전송률 환경에서는 사용 할 수 있는 bit 수가 적기 때문에 오히려 이러한 가정이 성능을 저하시킬 수 있다. 우리는 이 논문에서 저 전송률 환경에서 문제가 되는 motion jerkiness 와 flickering effort 를 개선시키고 프레임 skip 을 방지하는 비트율 조절 방법을 제안한다. 제안된 기법은 허용하는 지연 시간 안에서 부호화단에 부가적인 계산량을 거치 부가하지 않기 때문에 실시간 처리에 적합하다. 실험 결과는 우리의 기법이 저 전송률 환경에 적함함을 보여준다.

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