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- research-articleOctober 2023
MVFlow: Deep Optical Flow Estimation of Compressed Videos with Motion Vector Prior
MM '23: Proceedings of the 31st ACM International Conference on MultimediaPages 1964–1974https://doi.org/10.1145/3581783.3611750In recent years, many deep learning-based methods have been proposed to tackle the problem of optical flow estimation and achieved promising results. However, they hardly consider that most videos are compressed and thus ignore the pre-computed ...
- research-articleJune 2019
Robust and computationally efficient online image stabilisation framework based on adaptive dual motion vector integration
IET Computer Vision (CVI2), Volume 13, Issue 5Pages 461–468https://doi.org/10.1049/iet-cvi.2018.5368Image stabilisation aims to compensate and smoothen the effects of undesired trembling motion of cameras mounted on non‐static platforms. It becomes quite a challenging task in the case of moving platforms, such as ground vehicles, unmanned aerial ...
- research-articleJanuary 2019
Diamond search depend integrated projection error measurement motion estimation algorithm in video compression
International Journal of Business Intelligence and Data Mining (IJBIDM), Volume 15, Issue 1Pages 98–116https://doi.org/10.1504/ijbidm.2019.100474In the preceding video compression method, some limitations required to be enhanced, i.e., the compression ratio has to be improved. To enhance the conventional method negative aspect, an innovative video compression method employing diamond search depend ...
- research-articleMarch 2017
Human Fall Detection Using Von Mises Distribution and Motion Vectors of Interest Points
BDCA'17: Proceedings of the 2nd international Conference on Big Data, Cloud and ApplicationsArticle No.: 82, Pages 1–5https://doi.org/10.1145/3090354.3090438In the field of public health care, fall detection is one of the major problem, especially for elderly persons. For that, an effective surveillance system is a necessity to reduce injuries caused by falls. Our article presents a new method to detect ...
- invited-talkJuly 2016
Warping with accumulated motion vectors
From facial lacerations that follow slight stretching of the skin, to deformations of hard bodied objects or subtle nuances of water simulations, our tool can automatically warp an image across an entire sequence from any arbitrary frame to any other ...
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- articleJuly 2016
Tracking of fast moving objects in real time
Pattern Recognition and Image Analysis (SPPRIA), Volume 26, Issue 3Pages 582–586https://doi.org/10.1134/S1054661816030111In this paper the effectiveness of the methods for the determination of objects movement between frames in a video sequence was investigated applying to the task of roundwood parameters control. The phase correlation method shows the best value for the ...
- articleDecember 2015
2D Video Stabilization for Industrial High-Speed Cameras
Cybernetics and Information Technologies (CYBAIT), Volume 15, Issue 7Pages 23–34https://doi.org/10.1515/cait-2015-0086AbstractThe current research concerns the problem of video stabilization "in a point", which aims to stabilize all video frames according to one chosen reference frame to produce a new video, as by a static camera. Similar task importance relates ...
- ArticleAugust 2014
The Sonar Image Sequence Movement Target Detection Based on Surfacelet Transform at Complex Background
IHMSC '14: Proceedings of the 2014 Sixth International Conference on Intelligent Human-Machine Systems and Cybernetics - Volume 02Pages 249–252https://doi.org/10.1109/IHMSC.2014.162In order to realize movement target detection and tracking, the sonar image sequence movement target detection based on Surfacelet transform at complex background is proposed. Firstly, sonar image characteristic area extract based on Surfacelet ...
- ArticleJanuary 2014
Comparative Study of Block Matching Algorithm and Dual Tree Complex Wavelet Transform for Shot Detection in Videos
ICESC '14: Proceedings of the 2014 International Conference on Electronic Systems, Signal Processing and Computing TechnologiesPages 450–455https://doi.org/10.1109/ICESC.2014.85Various methods of automatic shot boundary detection have been proposed and claimed to perform reliably. Although the detection of edits is fundamental to any kind of video analysis since it segments a video into its basic components, the shots, only ...
- ArticleOctober 2012
Real-time phase boundary detection for colonoscopy videos using motion vector templates
MICCAI'12: Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applicationsPages 116–125https://doi.org/10.1007/978-3-642-33612-6_13Colonoscopy is the preferred screening method currently available for detection of colorectal cancer and its precursor lesions, colorectal polyps. However, recent data suggest that there is a significant miss rate for the detection of polyps in the ...
- ArticleJuly 2012
Fast Video Stabilization in the Compressed Domain
ICME '12: Proceedings of the 2012 IEEE International Conference on Multimedia and ExpoPages 1015–1020https://doi.org/10.1109/ICME.2012.113Video stabilization is an important technique in present day digital cameras as most of the cameras are hand-held, mounted on moving platforms or subjected to atmospheric vibrations. Motion estimation is a bottleneck in the stabilization pipeline as it ...
- ArticleJuly 2012
A Study of Station Platform Security Using Digital Image Processing Technology
CMCSN '12: Proceedings of the 2012 International Conference on Computing, Measurement, Control and Sensor NetworkPages 210–213https://doi.org/10.1109/CMCSN.2012.54The rail transport systems, including railway, MRT, and latest high speed rail, all play a major role in Taiwan public transit circuits. According to statistics, over 2,360,000 passengers use these railway systems every day. Therefore, how to strengthen ...
- ArticleMarch 2011
An Improved Temporal Frame Interpolation Algorithm for H.264 Video Compression
DCC '11: Proceedings of the 2011 Data Compression ConferencePage 449https://doi.org/10.1109/DCC.2011.53Since the bandwidth of channels is finite in a practical video compression and transmission system, down-sampling techniques are usually adopted to reduce the rate of bit stream in the transmitter before video compression. Thus the reconstructed frames ...
- research-articleMarch 2011
Data Hiding in Motion Vectors of Compressed Video Based on Their Associated Prediction Error
IEEE Transactions on Information Forensics and Security (TIFS), Volume 6, Issue 1Pages 14–18https://doi.org/10.1109/TIFS.2010.2090520This paper deals with data hiding in compressed video. Unlike data hiding in images and raw video which operates on the images themselves in the spatial or transformed domain which are vulnerable to steganalysis, we target the motion vectors used to ...
- posterOctober 2010
Estimating QP and motion vectors in H.264/AVC video from decoded pixels
MiFor '10: Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligencePages 89–92https://doi.org/10.1145/1877972.1877995In this paper we present a method for blindly estimating the quantization parameter (QP) and the motion-vectors in H.264/AVC decoded video. We assume that only the decoded pixel values are available. This models pretty well the dissemination over the ...
- ArticleNovember 2009
A High Efficient System for Traffic Mean Speed Estimation from MPEG Video
AICI '09: Proceedings of the 2009 International Conference on Artificial Intelligence and Computational Intelligence - Volume 03Pages 444–448https://doi.org/10.1109/AICI.2009.358In this paper, we present a vision-based traffic measurement system, allowing automatic traffic flow segmentation, camera calibration and traffic information estimation. The system quickly estimates mean vehicle speed directly from MPEG Motion Vectors. ...
- ArticleDecember 2008
Offline Machine-Print Hindi Digit Recognition Using Translational Motion Estimation
CIMCA '08: Proceedings of the 2008 International Conference on Computational Intelligence for Modelling Control & AutomationPages 1118–1122https://doi.org/10.1109/CIMCA.2008.188In this paper we propose a new method of using motion estimation for the purpose of offline recognition of machine-print Hindi digits. The recognition process can be summarized as follows: an image of each of the ten numerals (numbers 0 to 9) is stored, ...
- research-articleAugust 2008
Analysis of fast block matching motion estimation algorithms for video super-resolution systems
IEEE Transactions on Consumer Electronics (ITOCE), Volume 54, Issue 3Pages 1430–1438https://doi.org/10.1109/TCE.2008.4637637In general, all the video super-resolution (SR) algorithms present the important drawback of a very high computational load, mainly due to the huge amount of operations executed by the motion estimation (ME) stage. Commonly, there is a trade-off between ...
- articleOctober 2006
Estimating Motion Parameters Using a Flexible Weight Function
IEICE - Transactions on Information and Systems (TROIS), Volume E89-D, Issue 10Pages 2661–2669https://doi.org/10.1093/ietisy/e89-d.10.2661In this paper, we propose a method to estimate affine motion parameters from consecutive images with the assumption that the motion in progress can be characterized by an affine model. The motion may be caused either by a moving camera or moving object. ...
- ArticleMarch 2006
Optimizing octree motion representation for 3D animation
ACMSE '06: Proceedings of the 44th annual ACM Southeast ConferencePages 50–55https://doi.org/10.1145/1185448.1185461Geometry compression is the coding of 3D geometric data in a form that requires less space to store and less bandwidth to transmit. Animated geometry compression is the compression of temporal sequences of geometric data. An octree-based motion ...