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- research-articleDecember 2020
MV2Flow: Learning Motion Representation for Fast Compressed Video Action Recognition
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Volume 16, Issue 3sArticle No.: 102, Pages 1–19https://doi.org/10.1145/3422360In video action recognition, motion is a very crucial clue, which is usually represented by optical flow. However, optical flow is computationally expensive to obtain, which becomes the bottleneck for the efficiency of traditional action recognition ...
- research-articleMay 2020
Compressed domain zoom motion detection and classification based on application of local ternary patterns on block motion vectors
ICVGIP '18: Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image ProcessingArticle No.: 40, Pages 1–8https://doi.org/10.1145/3293353.3293393This paper presents a novel application of the local ternary patterns to the zoom motion detection problem and its further classification into zoom-in and zoom-out for compressed domain video sequences. The premise of the proposed method is based on ...
- research-articleOctober 2017
Compressed-domain Video Synopsis via 3D Graph Cut and Blank Frame Deletion
Thematic Workshops '17: Proceedings of the on Thematic Workshops of ACM Multimedia 2017Pages 253–261https://doi.org/10.1145/3126686.3126778With the wide adoption in surveillance video analysis, some pixel-domain analysis methods are not only used in academia but are also garnering the attention of industry. However, because of the increasing data volume of video, how to analyze and browse ...
- short-paperApril 2015
A robust video watermarking algorithm in H.264/AVC compressed domain
SAC '15: Proceedings of the 30th Annual ACM Symposium on Applied ComputingPages 1291–1293https://doi.org/10.1145/2695664.2695989In this paper, a low complexity video watermarking scheme for H.264 has been presented. Our contribution is to attain lower complexity in embedding procedure and extracting watermark. At the same time, we avoid a bit-rate increase and improve the ...
- research-articleDecember 2014
Adaptive weighted real‐time compressive tracking
Many tracking methods often suffer from the drift problems caused by appearance change. Therefore developing a robust online tracker is still a challenging test. Recently, a simple yet effective and efficient tracking algorithm has been proposed by ...
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- research-articleJanuary 2014
A new R-D estimation method for compressed domain MP3/AAC bit-rate reduction
ICUIMC '14: Proceedings of the 8th International Conference on Ubiquitous Information Management and CommunicationArticle No.: 69, Pages 1–4https://doi.org/10.1145/2557977.2558052Reducing MP3/AAC bit rate in compressed domain is computationally more efficient than direct transcoding. To compute rate distortion (R-D) table of an audio signal in compressed domain, we propose a new method for estimating the distortion vs. scale ...
- ArticleNovember 2013
No Reference Estimation of the Coding PSNR for 4K-UHD Videos
MINES '13: Proceedings of the 2013 Fifth International Conference on Multimedia Information Networking and SecurityPages 429–432With the wide-spread use of digital videos, quality considerations have become essential, and industry demand for video quality measurement standards is rising. In this paper, we proposed a no reference estimation of the coding PSNR for 4K-UHD videos in ...
- research-articleAugust 2013
Using appearance re-matching to improve real-time compressive tracking
ICIMCS '13: Proceedings of the Fifth International Conference on Internet Multimedia Computing and ServicePages 28–33https://doi.org/10.1145/2499788.2499825A small number of randomly generated linear measurements can preserve most of the salient information of one compressible image according to compress sensing theory. Using these measurements as features can greatly improve the speed of detection based ...
- research-articleAugust 2013
Personalized image retrieval in compressed domain based on user interest model
ICIMCS '13: Proceedings of the Fifth International Conference on Internet Multimedia Computing and ServicePages 130–133https://doi.org/10.1145/2499788.2499822With the rapid development of image retrieval technology, personalized image retrieval has attracted widespread attention. On the Internet, a great deal of images are stored and transmitted in a compressed format. In order to improve the accuracy and ...
- posterOctober 2012
Video saliency detection in the compressed domain
MM '12: Proceedings of the 20th ACM international conference on MultimediaPages 697–700https://doi.org/10.1145/2393347.2396290Saliency detection is widely used to extract the regions of interest in images. Many saliency detection models have been proposed for videos in the uncompressed domain. However, videos are always stored in the compressed domain such as MPEG2, H.264, ...
- ArticleSeptember 2012
Moving Object Extraction Using Compressed Domain Features of H.264 INTRA Frames
AVSS '12: Proceedings of the 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based SurveillancePages 258–263https://doi.org/10.1109/AVSS.2012.46A new efficient algorithm using the compressed domain features of H.264 INTRA frames is proposed for moving object extraction on huge video surveillance archives. To achieve searching efficiency, we propose to locate moving objects by scrutinizing only ...
- short-paperNovember 2011
Saliency-based image retargeting in the compressed domain
MM '11: Proceedings of the 19th ACM international conference on MultimediaPages 1049–1052https://doi.org/10.1145/2072298.2071935In this paper, we propose a novel image retargeting algorithm to resize images based on the extracted saliency information from the compressed domain. Firstly, we utilize DCT coefficients in JPEG bitstream to perform saliency detection with the ...
- ArticleNovember 2011
Rapid cut detection on compressed video
CIARP'11: Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and ApplicationsPages 71–78https://doi.org/10.1007/978-3-642-25085-9_8The temporal segmentation of a video sequence is one of the most important aspects for video processing, analysis, indexing, and retrieval. Most of existing techniques to address the problem of identifying the boundary between consecutive shots have ...
- ArticleApril 2011
HDTV Video Quality Objective Assessment Based on H.264 Compressed Domain
CMC '11: Proceedings of the 2011 Third International Conference on Communications and Mobile ComputingPages 141–144https://doi.org/10.1109/CMC.2011.52An objective quality assessment method for H.264 high definition (HD) video streams in the compressed domain is presented in this paper. Based on the H.264 open-source codec project JM12.4, we design an efficient system to extract two video features as ...
- ArticleJanuary 2011
Compressed-domain shot boundary detection for H.264/AVC using intra partitioning maps
- Sarah De Bruyne,
- Jan De Cock,
- Chris Poppe,
- Charles-Frederik Hollemeersch,
- Peter Lambert,
- Rik Van de Walle
In this paper, a novel technique for shot boundary detection operating on H.264/AVC-compressed sequences is presented. Due to new and improved coding tools in H.264/AVC, the characteristics of the obtained sequences differ from former video coding ...
- articleJanuary 2011
On Security of Compressed Gray Scale Image Using Joint Encryption and Data Hiding
Information Security Journal: A Global Perspective (ISJGP), Volume 20, Issue 6Pages 274–289https://doi.org/10.1080/19393555.2011.623293This paper proposes a novel scheme that integrates quality access control and tracking of illicit distribution of digital images in a single platform. The goal is achieved by 1 modulating some of the valuable Discrete Cosine Transform DCT coefficients ...
- ArticleDecember 2010
Rapid Video Summarization on Compressed Video
ISM '10: Proceedings of the 2010 IEEE International Symposium on MultimediaPages 113–120https://doi.org/10.1109/ISM.2010.25Recent advances in technology have increased the availability of video data, creating a strong requirement for efficient systems to manage those materials. Making efficient use of video information requires that data be accessed in a user-friendly way. ...
- ArticleNovember 2010
A Novel Semi-fragile Authentication Watermarking Scheme of Color JPEG Image in Compressed Domain
MINES '10: Proceedings of the 2010 International Conference on Multimedia Information Networking and SecurityPages 666–670https://doi.org/10.1109/MINES.2010.145A novel semi-fragile watermarking scheme of JPEG image in compressed domain is proposed. A chaotic map model based an authentication generating model is introduced. The DCT-transformed matrix of luminance plane in YCbCr color space is quantized by a ...
- ArticleAugust 2010
Rate Control of H.264 Encoded Sequences by Dropping Frames in the Compressed Domain
ICPR '10: Proceedings of the 2010 20th International Conference on Pattern RecognitionPages 2382–2385https://doi.org/10.1109/ICPR.2010.583A new technique for controlling the bitrate of H.264 encoded sequences is presented. Bitrate control is achieved by dropping frames directly in the compressed domain. The dropped frames are carefully selected so as to either eliminate or cause non ...
- research-articleAugust 2010
Bit rate transcoding of H.264 encoded movies by dropping frames in the compressed domain
IEEE Transactions on Consumer Electronics (ITOCE), Volume 56, Issue 3Pages 1593–1601https://doi.org/10.1109/TCE.2010.5606302A new technique for controlling the bit-rate of H.264 encoded sequences is presented. The technique achieves bit-rate control by dropping frames directly in the compressed domain. The dropped frames are carefully selected so as to either eliminate or ...