2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)最新文献_第3页

Parallel Hand Shape Classification 平行手型分类

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.76

J. Nalepa, M. Kawulok

引用次数: 4

Towards Sketch-Based Motion Queries in Sports Videos 运动视频中基于草图的运动查询

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.60

Ihab Al Kabary, H. Schuldt

{"title":"Towards Sketch-Based Motion Queries in Sports Videos","authors":"Ihab Al Kabary, H. Schuldt","doi":"10.1109/ISM.2013.60","DOIUrl":"https://doi.org/10.1109/ISM.2013.60","url":null,"abstract":"The advent of pen-based user interfaces has facilitated several natural ways for human-computer interaction. One example is sketch-based retrieval, i.e., the search for (multimedia) objects on the basis of sketches as query input. So far, work has focused mainly on sketch-based image retrieval. However, more and more application domains also benefit from sketches as query input for searching in video collections. Enabling spatial search in videos, in the form of sketch-based motion queries, is increasingly demanded by coaches and analysts in team sports as a novel and innovative tool for game analysis. Even though game analysis is already a major activity in this domain, it is still mostly based on manual selection of video sequences. In this paper, we present Sport Sense, a first approach to enabling intuitive and efficient video retrieval using sketch-based motion queries. This is accomplished by using videos of games in team sports, together with an overlay of meta data that incorporates spatio-temporal information about various events. Sport Sense exploits spatio-temporal databases to store, index, and retrieve the tracked information at interactive response times. Moreover, it provides first intuitive user input interfaces for sketches representing motion paths. A particular challenge is to convert the users' sketches into spatial queries and to execute these queries in a flexible way that allows for some controlled deviation between the sketched path and the actual movement of the players and/or the ball. The evaluation results of Sport Sense show that this approach to sketch-based retrieval in sports videos is both very effective and efficient.","PeriodicalId":6311,"journal":{"name":"2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","volume":"25 1","pages":"309-314"},"PeriodicalIF":0.0,"publicationDate":"2013-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73497888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Dichotomic Decision Cascading for Video Shot Boundary Detection 视频镜头边界检测的二分类决策级联

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.43

Mennan Güder, N. Cicekli

{"title":"Dichotomic Decision Cascading for Video Shot Boundary Detection","authors":"Mennan Güder, N. Cicekli","doi":"10.1109/ISM.2013.43","DOIUrl":"https://doi.org/10.1109/ISM.2013.43","url":null,"abstract":"In this paper, we present a shot boundary decision fusion strategy which implements a multi-modal cascaded dichotomic search on the boundary space. The initial and core step of the proposed method is narrowing the shot boundary decision space as long as the accuracy is improved. Instead of the default sequential change detection, a dichotomic change strategy which is supervised with a cascaded fusion, is implemented to achieve higher accuracy and less algorithmic complexity. The main decision sources are image color histograms, object recognizer results, motion comparators, audio pattern analyzers, key point extractors and edge descriptors which are selectively employed in a cascaded manner. We propose a shot boundary detection algorithm which is noise tolerant, video genre adaptable, context aware and computationally efficient. In order to reduce computational complexity, we construct a shot boundary search heuristic for pruning the set of candidate shot boundary frames. We employ both statistical and rule based approaches in a cascaded fashion in order to decide the size of the search space to be pruned for the purposes of improving computational efficiency. TRECVid 2006 and 2007 data sets are used in the evaluation process and the performance results are given for both cuts and gradual transitions.","PeriodicalId":6311,"journal":{"name":"2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","volume":"8 1","pages":"227-230"},"PeriodicalIF":0.0,"publicationDate":"2013-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84446436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Efficient Multi-stage Image Classification for Mobile Sensing in Urban Environments 城市环境下移动传感的高效多阶段图像分类

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.45

Shashank Mujumdar, N. Rajamani, L. V. Subramaniam, Dror Porat

{"title":"Efficient Multi-stage Image Classification for Mobile Sensing in Urban Environments","authors":"Shashank Mujumdar, N. Rajamani, L. V. Subramaniam, Dror Porat","doi":"10.1109/ISM.2013.45","DOIUrl":"https://doi.org/10.1109/ISM.2013.45","url":null,"abstract":"With the recent dramatic increase in the popularity of mobile electronic devices equipped with cameras, there is a growing number of real-world applications for image classification. Nevertheless, some of these real-world applications aim to classify images captured in an unconstrained manner and in complex environments where existing image classification techniques may not perform well. We propose an efficient image classification system that is robust enough to cope with challenging imaging conditions, and demonstrate its effectiveness in the context of classification of real-world images of dumpsters captured by mobile phones in the Indian metropolitan city of Hyderabad. Our system is able to achieve accurate classification of the cleanliness state of the dumpsters despite the challenging uncontrolled urban environment by utilizing a multi-stage approach, where the first stage is the efficient detection of the dumpster, and the second stage is the classification of its state. We analyze the performance of the system and provide comprehensive experimental results on a real-world public dataset.","PeriodicalId":6311,"journal":{"name":"2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","volume":"76 1","pages":"237-240"},"PeriodicalIF":0.0,"publicationDate":"2013-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79718817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds 有效识别环境声音的音频特征与分类器分析

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.29

C. Okuyucu, M. Sert, A. Yazıcı

引用次数: 20

Multi Category Content Selection in Spaced Repetition Based Mobile Learning Games 基于间隔重复的手机学习游戏的多类别内容选择

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.90

Florian Schimanke, R. Mertens, O. Vornberger, Stephanie Vollmer

{"title":"Multi Category Content Selection in Spaced Repetition Based Mobile Learning Games","authors":"Florian Schimanke, R. Mertens, O. Vornberger, Stephanie Vollmer","doi":"10.1109/ISM.2013.90","DOIUrl":"https://doi.org/10.1109/ISM.2013.90","url":null,"abstract":"Learning requires repetition. Spaced repetition algorithms are aimed at reducing the number of times a learning item has to be accessed by the learner by scheduling item presentation based on psychological models. These models take into account learner performance on previous interactions with the learning item and the rate at which humans forget what they have learned. In recent years, spaced repetition learning software has become popular for simple learning tasks like flash cards used for learning vocabulary. This paper presents a prototype application that extends the spaced repetition learning approach to more complex content like the kind usually found in learning games. One major difference between this content and flash cards is that learning games usually contain a number of different tasks that convey the same underlying concept categories. To complicate matters, one task might even be classified as belonging to a number of independent or orthogonal categories. This paper explores how these categories can be modeled on the basis of a mobile game designed for training in the field of relational databases. We have chosen a mobile approach to leverage it's anytime/anyplace availability which allows a more precise scheduling by the spaced repetition algorithm.","PeriodicalId":6311,"journal":{"name":"2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","volume":"62 3","pages":"468-473"},"PeriodicalIF":0.0,"publicationDate":"2013-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91466472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases 大型多媒体数据库中联合复杂查询的高效执行

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.112

Karina Fasolin, Renato Fileto, Marcelo Krüger, D. S. Kaster, Mônica Ribeiro Porto Ferreira, R. Cordeiro, A. Traina, C. Traina

引用次数: 10

The LectureSight System in Production Scenarios and Its Impact on Learning from Video Recorded Lectures 生产场景下的LectureSight系统及其对视频讲座学习的影响

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.91

Benjamin Wulff, L. Rupp, Alexander Fecke, Kai-Christoph Hamborg

引用次数: 3

Spherical Panorama Construction Using Multi Sensor Registration Priors and Its Real-Time Hardware 基于多传感器配准先验的球面全景构建及其实时硬件

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.35

Omer Cogal, Vladan Popovic, Y. Leblebici

{"title":"Spherical Panorama Construction Using Multi Sensor Registration Priors and Its Real-Time Hardware","authors":"Omer Cogal, Vladan Popovic, Y. Leblebici","doi":"10.1109/ISM.2013.35","DOIUrl":"https://doi.org/10.1109/ISM.2013.35","url":null,"abstract":"In this work, a novel method is presented to improve the quality of panoramic images on a spherically arranged multi sensor imaging system. The new method is composed of two parts. The first approach proposed is based on mapping the panorama generation problem onto a Markov Random Field (MRF) and then estimating posterior probabilities from initial likelihoods. The novelty of approach is based on extracting the prior evidence from the registration information of multiple cameras and estimating expected value on an undirected graph. The second part of the method is a geometrical approach targeting a better estimation for the initial priors, which is also not applied before. The aim of both approaches is to decrease the parallax errors and ghosting effects which occur due to the nature of multi camera systems. It is shown that instead of directly using independent intensity coefficients extracted from registration information, applying a neighborhood based local probability distribution for each pixel of panorama utilizing the registration information as prior gives better results. Visual comparisons are provided to show the achieved quality enhancement in terms of seamless and more natural panoramic image with less ghosting effects. Since the registration priors are used effectively with a single iteration step in a 4 connected neighborhood, the need for an intensity based loopy and iterative inference method is prohibited. Hence, the proposed methods are suitable for real-time hardware implementation. A hardware implementation of the method for real-time operation is proposed.","PeriodicalId":6311,"journal":{"name":"2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","volume":"15 1","pages":"171-178"},"PeriodicalIF":0.0,"publicationDate":"2013-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87381873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Multidimensional QoE Assessment of Multi-view Video and Selectable Audio (MVV-SA) IP Transmission 多视点视频和可选音频(MVV-SA) IP传输的多维QoE评估

2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) Pub Date : 2013-12-09 DOI: 10.1109/ISM.2013.109

Takuya Ishida, Toshiro Nunome

引用次数: 2