2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)最新文献_第2页

Bangladeshi Plant Leaf Classification and Recognition Using YOLO Neural Network 基于YOLO神经网络的孟加拉植物叶片分类与识别

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290618

Md. Khairul Islam, Sultana Umme Habiba, Sk. Md. Masudul Ahsan

引用次数: 4

Analysis of PCA Based Feature Extraction Methods for Classification of Hyperspectral Image 基于PCA的高光谱图像分类特征提取方法分析

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290629

U. Ali, Md. Ali Hossain, Md. Rashedul Islam

{"title":"Analysis of PCA Based Feature Extraction Methods for Classification of Hyperspectral Image","authors":"U. Ali, Md. Ali Hossain, Md. Rashedul Islam","doi":"10.1109/ICIET48527.2019.9290629","DOIUrl":"https://doi.org/10.1109/ICIET48527.2019.9290629","url":null,"abstract":"Hyperspectral Image (HSI) is a rich source of information for the analysis of the earth's surface. HSI produces a rich set of both spectral and spatial information for possible recognition of earth materials, minerals and vegetation categories. Since HSI has high dimensional spectral information so that, feature extraction methods has been used to reduce the dimensions. The most widely used feature extraction method Principal Component Analysis (PCA) is applied in HSI for dimension reduction. The aim of this paper is to analyze PCA and its different variants Segmented-PCA (SPCA), Folded-PCA (FPCA), and its nonlinear approach Kernel-PCA (KPCA) for effective feature extraction and classification of HSI. Moreover, the noise adjusted methods Minimum Noise fraction (MNF) and its variants segmented MNF is also studied for comparing the feature extraction methods. For comparing the robustness of the studied methods, two real HSI is used for the experiments. The experiments show that the classification accuracy of the MNF method are 95.94% and 97.61% for AVIRIS and HYDICE datasets respectively which outperforms that other PCA based methods.","PeriodicalId":427838,"journal":{"name":"2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)","volume":"77 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114134986","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: 8

Efficient Design of a Reversible Sorting Circuit 一种可逆分选电路的高效设计

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290572

Maksuda Akhter Brishty, Md Rajeb Talukder, Fahim Shihab Shan, Sadia Afrin Mim, Mubin Ul Haque, Zarrin Tasnim Sworna

{"title":"Efficient Design of a Reversible Sorting Circuit","authors":"Maksuda Akhter Brishty, Md Rajeb Talukder, Fahim Shihab Shan, Sadia Afrin Mim, Mubin Ul Haque, Zarrin Tasnim Sworna","doi":"10.1109/ICIET48527.2019.9290572","DOIUrl":"https://doi.org/10.1109/ICIET48527.2019.9290572","url":null,"abstract":"Reversible logic is a very significant exposure for low-power consumption and faster computation in recent research areas. The aim of designing a reversible sorting circuit is to reduce power consumption and reliable communication. Two efficient sorting circuits are presented in this paper which can sort binary numbers in descending order. The proposed circuits includes 3 or 4 inputs where each input consists of 3 bits. Fredkin and Toffoli gates have been used to design the comparator. Fredkin gate has also been used for the proposed switch which generates result bit according to the comparator’s input. The proposed circuit needs 102 primary reversible gates for sorting 3 inputs and 170 gates for 4 inputs, 195 garbage outputs for 3 inputs and 325 garbage outputs for 4 inputs, 510 quantum cost for 3 inputs and 850 quantum cost for 4 inputs and (150α + 246β + 96γ) hardware complexity for 3 inputs and (250 + 410β + 160γ) hardware complexity for 4 inputs. In this modern era, sorting is used in many fields like pulse generation, counting and searching operations. Many research have been done regarding reversible sequential and combinational circuits but reversible sorting circuit is still an unexplored area, so this may be one of the pioneering works in this field.","PeriodicalId":427838,"journal":{"name":"2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122670521","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: 0

High Gain and Low Return-Loss Dual-Band DGS Antenna Loaded with Stub-Slot Configuration for 5G Wireless Communication 面向5G无线通信的高增益低回波损耗双频DGS天线

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290731

M. J. Uddin, Mohammad Lutful Hakim, Md. Ismail Hossain

引用次数: 1

An Efficient Compression Scheme for Bangla Natural Text by 16 Bit Unicode Transformation 一种高效的16位Unicode转换孟加拉语自然文本压缩方案

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290703

Maaheer Amaeer, K. Hasan, Md. Ashiq Mahmood, Piyal Shuvro, Abdul Awal

{"title":"An Efficient Compression Scheme for Bangla Natural Text by 16 Bit Unicode Transformation","authors":"Maaheer Amaeer, K. Hasan, Md. Ashiq Mahmood, Piyal Shuvro, Abdul Awal","doi":"10.1109/ICIET48527.2019.9290703","DOIUrl":"https://doi.org/10.1109/ICIET48527.2019.9290703","url":null,"abstract":"Text compression is an important area of research for natural language processing community. Due to huge number of characters in Unicode, it takes 16 bits to manage the total codes. Each of the language has a block of codes. We describe a technique to compress the 16 bit Unicode Bangla natural text along with English characters by 8-bit encoding. The encoding and decoding schemes consist of two steps. In step1 we replace some frequently used Bangla phrases with the extended ASCII characters and in the second step we assign the ASCII characters by an 8-bit binary value. We create a bit stream by appending the sequence of the binary values that we get after encoding the text. From this bit stream every 16 bit is taken and converted into a Unicode character. It creates an arbitrary sequence of Unicode characters with the values of the encoded bit stream. The scheme guarantees at least 50% compression in the worst case and 63% in the average case. This Unicode character sequence is then stored or transmitted. To decode it, we use the reverse process that was used for encoding. Finally we compare our result with well-known Huffman and LZW algorithm. Experimental result shows the effectiveness of the scheme.","PeriodicalId":427838,"journal":{"name":"2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121818273","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: 1

A Data Mining Framework for Social Graph Generation and Analysis 社交图生成与分析的数据挖掘框架

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290584

Danish Kumar, Md. Imran Hossain Showrov

{"title":"A Data Mining Framework for Social Graph Generation and Analysis","authors":"Danish Kumar, Md. Imran Hossain Showrov","doi":"10.1109/ICIET48527.2019.9290584","DOIUrl":"https://doi.org/10.1109/ICIET48527.2019.9290584","url":null,"abstract":"Due to the increasing popularity and easy accessibility of social networking services, the number of users in social networks is increasing rapidly. As a result, their size and user-generated content are growing day-to-day. One of the requirements is to capture such a huge amount of data and analyze them for desired purposes, such as target marketing, recommender system design, open-source intelligence, and cybersecurity. Twitter is one of the most popular social network sites (aka microblogging site) and it is used by almost every person for the news update, information sharing, viral marketing, etc using 280 characters. In this paper, we have applied a text analytics framework to analyze Twitter data at different levels of granularity. One of the distinguishing features of the proposed framework is to exploit both content and structural information for tweets analysis. The proposed framework first models the tweets into a multi-attributed graph, wherein tweets are rep-resented as nodes and inter-tweet relationships are represented as edges. For node labeling, we have used NLP techniques to identify features from tweets, whereas edges are labeled using meta-data (such as hashtags, mentions, followers, etc.) that are common to the tweets connected by the edges. For analyzing the multi-attributed graph, we have considered two algorithms, MAG-Dist and MAG-Sim, to convert the multi-attributed graph into a simple and similarity graph. Finally, we have applied MCL (Markov Clustering) algorithm to cluster the nodes of the multi-attributed graph, each group consisting of a particular subset of tweets representing an event. The experimental evaluation of the proposed approach is done on a real dataset crawled from Twitter.","PeriodicalId":427838,"journal":{"name":"2019 2nd International Conference on Innovation in Engineering and Technology (ICIET)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122418848","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

Low-Cost Low-Profile Planar Patch Antenna for Ultra-Wideband Applications 用于超宽带应用的低成本低轮廓平面贴片天线

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290679

Mahfujur Rahman, F. Ahmed, Aurangzib Md. Abdur Rahman

引用次数: 1

Designing a Secure, Reliable and Simplex Optical Wireless Voice Communication System 设计一种安全、可靠、单工的无线光话音通信系统

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290588

Shamik Datta, Plato Chakma

引用次数: 0

Highly Efficient 2×2 Antenna Array at 28 GHz and 38 GHz for 5G Applications 用于5G应用的高效2×2 28 GHz和38 GHz天线阵列

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290692

Md Mohiuddin Soliman, A. Z. M. Imran, Kazi Sami Ullah

引用次数: 2

Wi-Fi Based Real Time Communication for Disaster and Emergencies 基于Wi-Fi的灾害和紧急情况实时通信

2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) Pub Date : 2019-12-23 DOI: 10.1109/ICIET48527.2019.9290611

Md. Ashiqur Rahman, Asaduzzaman, Md. Shafiul Alam Forhad

引用次数: 2