Research in Adaptive and Convergent Systems最新文献_第8页

Real-time vehicle detection using equi-height mosaicking image 基于等高拼接图像的实时车辆检测

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513288

Min-Woo Park, J. Park, Soon Ki Jung

{"title":"Real-time vehicle detection using equi-height mosaicking image","authors":"Min-Woo Park, J. Park, Soon Ki Jung","doi":"10.1145/2513228.2513288","DOIUrl":"https://doi.org/10.1145/2513228.2513288","url":null,"abstract":"In this paper, we present a real-time forward vehicle detection warning system using a novel image representation called an equi-height mosaicking image. The proposed system uses a GPU (graphic processing unit) based approach for the real-time processing of a road scene image captured from a single camera. The equi-height mosaicking image improves the execution time of the existing GPU-based acceleration approach without decreasing the detection accuracy. The equi-height image is generated as follows. After a geometric analysis of a road scene using the vanishing point and horizon, we crop a set of image strips by sampling several positions on the road at uniform intervals. The height of each image strip is computed by projecting the predefined height of a vehicle at a distant position onto an image plane. After all the cropped images are resized to the uniform height required to build the equi-height image, we concatenate these resized images, similar to a panorama image, to create the equi-height mosaicking image. The concatenated image has a long width but the height of the image is uniform. The proposed system then performs a GPU-based vehicle detection on the concatenated image using a 1D search based support vector machine (SVM) classification. The proposed method is faster than the GPU-based OpenCV HOG detector because of the reduced search area.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127401982","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: 7

Real-time malware detection framework in intrusion detection systems 入侵检测系统中的实时恶意软件检测框架

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513297

Sunwoo Kim, Taeguen Kim, E. Im

引用次数: 2

Data filter cache with word selection cache for low power embedded processor 低功耗嵌入式处理器的带字选择缓存的数据滤波缓存

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513258

J. Choi, Jong Wook Kwak, S. Jhang, C. Jhon

引用次数: 1

Fault localization using forward slicing spectrum 基于前向切片谱的故障定位

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513309

Anupama Surendran, P. Samuel

引用次数: 2

An effective API extraction scheme for dynamic binary similarity comparison 一种有效的API提取方案，用于动态二值相似度比较

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513317

Youngsu Park, Jiman Hong

引用次数: 2

RAT selection for heterogeneous wireless networks using support vector machine 基于支持向量机的异构无线网络RAT选择

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513268

Wei-Te Wong, Ai-Chun Pang, Miao-Ru Hsu

引用次数: 2

A better edit distance measure allowing for block swaps 一个更好的编辑距离测量允许块交换

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513282

Nhauo Davuth, Sung-Ryul Kim

{"title":"A better edit distance measure allowing for block swaps","authors":"Nhauo Davuth, Sung-Ryul Kim","doi":"10.1145/2513228.2513282","DOIUrl":"https://doi.org/10.1145/2513228.2513282","url":null,"abstract":"Edit Distance, also known as the Levenshtein distance or evolutionary distance, is a concept from information retrieval, and it describes the number of edit operations that have to be made in order to change one string to another. It's one of the most common measures to expose the dissimilarity between two strings. Ordinarily, Edit Distance is based on a character insert, delete and substitution operations. By using these three operators Edit Distance can help us to solve the problem of computing the similarity between two sequences that arise in many areas. However, standard Edit Distance still seems to miss the true relationship between these two similar strings in some cases because of the sequential order of common sub strings. For example, the Edit Distance between \"classbook\" and \"bookclass\" is eight, because of the words \"book\" and \"class\" is reversed but intuitively the two strings seem much closer. In order to solve this problem, we propose a method for extended Edit Distance, which permits block swap operation. The main contribution in this paper is the method to compute the cut points over a single string, and then allowing block swaps, which move sub strings from one position to another in a string, in order to make common substrings in the right order. Through our experiment, it is revealed that Block Swap Edit Distance can help us to find a better measure for Edit Distance.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"172 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132421560","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

smartPrediction: a real-time smartphone-based fall risk prediction and prevention system smartPrediction:基于智能手机的实时跌倒风险预测和预防系统

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513267

A. J. Majumder, Ishmat Zerin, M. Uddin, Sheikh Iqbal Ahamed, Roger O. Smith

{"title":"smartPrediction: a real-time smartphone-based fall risk prediction and prevention system","authors":"A. J. Majumder, Ishmat Zerin, M. Uddin, Sheikh Iqbal Ahamed, Roger O. Smith","doi":"10.1145/2513228.2513267","DOIUrl":"https://doi.org/10.1145/2513228.2513267","url":null,"abstract":"The high risk of falls and the substantial increase in the elderly population have recently stimulated scientific research on Smartphone-based fall detection systems. Even though these systems are helpful for fall detection, the best way to reduce the number of falls and their consequences is to predict and prevent them from happening in the first place. To address the issue of fall prevention, in this paper, we propose a fall prediction system by integrating the sensor data of Smartphones and a Smartshoe. We designed and implemented a Smartshoe that contains four pressure sensors with a Wi-Fi communication module to unobtrusively collect data in any environment. By assimilating the Smartshoe and Smartphone sensors data, we performed an extensive set of experiments to evaluate normal and abnormal walking patterns. The system can generate an alert message in the Smartphone to warn the user about the high-risk gait patterns and potentially save them from an imminent fall. We validated our approach using a decision tree with 10-fold cross validation and found 97.2% accuracy in gait abnormality detection.","PeriodicalId":120340,"journal":{"name":"Research in Adaptive and Convergent Systems","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128777103","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: 39

Design and implementation of the fusion simulator based on multi-shader GPU 基于多着色器GPU的融合模拟器的设计与实现

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513256

J. An, Younghwan Kim, Kiman Jeon

引用次数: 0

A novel passive worm defense model for multimedia sharing 一种新的多媒体共享被动蠕虫防御模型

Research in Adaptive and Convergent Systems Pub Date : 2013-10-01 DOI: 10.1145/2513228.2513237

Haokun Tang, Jun Huang, Wei Wang

引用次数: 1