• Journal of Multimedia Information System
• /
• 제4권4호
• /
• pp.249-254
• /
• 2017

Digital vector maps must be compressed effectively for transmission or storage in Web GIS (geographic information system) and mobile GIS applications. This paper presents a polyline compression method that consists of polyline feature-based hybrid simplification and second derivative-based data compression. Experimental results verify that our method has higher simplification and compression efficiency than conventional methods and produces good quality compressed maps.

• 한국멀티미디어학회논문지
• /
• 제20권8호
• /
• pp.1312-1320
• /
• 2017

Recently, vector map data is developed and used in many domains widely. In the most cases, vector map data contains confidential information which must be kept away from unauthorized users. Moreover, the production process of vector maps is considerably complex and consumes a lot of money and human resources. Therefore, the secured storage and transmission are necessary to prevent the illegal copying and distribution from hacker. This paper presents a selective encryption algorithm using geometric objects in frequency domain for vector map data. In the proposed algorithm, polyline and polygon data in vector map is the target of the selective encryption process. Experimental results verified that proposed algorithm is effectively and adaptive the requirements of security.

• Journal of Information Processing Systems
• /
• 제13권1호
• /
• pp.68-82
• /
• 2017

Nowadays, geographic information system (GIS) is developed and implemented in many areas. A huge volume of vector map data has been accessed unlawfully by hackers, pirates, or unauthorized users. For this reason, we need the methods that help to protect GIS data for storage, multimedia applications, and transmission. In our paper, a selective encryption method is presented based on vertex randomization and hybrid transform in the GIS vector map. In the proposed algorithm, polylines and polygons are focused as the targets for encryption. Objects are classified in each layer, and all coordinates of the significant objects are encrypted by the key sets generated by using chaotic map before changing them in DWT, DFT domain. Experimental results verify the high efficiency visualization by low complexity, high security performance by random processes.

• 한국멀티미디어학회논문지
• /
• 제17권7호
• /
• pp.769-777
• /
• 2014

With the rapid interest in Geographic Information System (GIS) contents, a large volume of valuable GIS dataset has been distributed illegally by pirates, hackers, or unauthorized users. Therefore the problem focus on how to protect the copyright of GIS vector map data for storage and transmission. At this point, GIS security techniques focusing on secure network and data encryption have been studied and developed to solve the copyright protection and illegal copy prevention for GIS digital map. But GIS vector map data is very large and current data encryption techniques often encrypt all components of data. That means we have encrypted large amount of data lead to the long encrypting time and high complexity computation. This paper presents a novel selective encryption scheme for GIS vector map data protection to store, transmit or distribute to authorized users using K-means algorithm. The proposed algorithm only encrypts a small part of data based on properties of polylines and polygons in GIS vector map but it can change whole data of GIS vector map. Experimental results verified the proposed algorithm effectively and error in decryption is approximately zero.

• 한국멀티미디어학회논문지
• /
• 제18권7호
• /
• pp.818-826
• /
• 2015

With the rapid interest in Geographic Information System (GIS) contents, a large volume of valuable GIS dataset has been distributed illegally by pirates, hackers, or unauthorized users. Therefore the problem focus on how to protect the copyright of GIS vector map data for storage and transmission. But GIS vector map data is very large and current data encryption techniques often encrypt all components of data. That means we have encrypted large amount of data lead to the long encrypting time and high complexity computation. This paper presents the selective encryption scheme using hybrid transform for GIS vector map data protection to store, transmit or distribute to authorized users. In proposed scheme, polylines and polygons in vector map are targets of selective encryption. We select the significant objects in polyline/polygon layer, and then they are encrypted by the key sets generated by using Chaotic map before changing them in DWT, DFT domain. Experimental results verified the proposed algorithm effectively and error in decryption is approximately zero.

• 한국멀티미디어학회논문지
• /
• 제14권2호
• /
• pp.210-218
• /
• 2011

일반적으로 GIS 디지털 법의 표현 및 저장 방식에는 아스키(ASCII)와 바이너리(binary) 형식이 있다. 이들 중 대부분 GIS 응용 분야에서는 대용량의 맵 데이터 전송을 위하여 바이너리 형식의 벡터 맵 데이터를 주로 사용한다. 본 논문에서는 다양한 정밀도를 갖는 바이너리 형식의 벡터 맵 데이터의 효율적인 전송 및 저장을 위하여 벡터 맵 데이터의 주요 레이어를 표현하는 폴리라인 및 폴리곤 성분에 대한 계층적 압축 기법을 제안한다. 제안한 기법에서는 정밀 벡터 맵 데이터의 무손실 압축을 위하여 공간 영역 상에서 에너지 집중(energy compaction)을 수행하며, 64bit 부동소수점 좌표에 대하여 정수부와 소수부를 독립적으로 압축 부호화를 수행한다. 실험 결과로부터 제안한 압축 기법이 최소 200% 이상, 최대 900% 이상의 압축 효율을 나타냄을 확인하였으며, 기존의 데이터 압축 기법인 7z, zip, rar 및 gz에 비히여 우수한 압축률을 가지는 것을 확인하였다.

• International Journal of Internet, Broadcasting and Communication
• /
• 제9권1호
• /
• pp.9-17
• /
• 2017

This paper describes a process of developing commercial real time image recognition system with company. In this paper we will make a system that is combining an empirical kernel map method and conjugate least squares support vector machine in order to represent images in a low-dimensional subspace for real time image recognition. In the traditional approach calculating these eigenspace models, known as traditional PCA method, model must capture all the images needed to build the internal representation. Updating of the existing eigenspace is only possible when all the images must be kept in order to update the eigenspace, requiring a lot of storage capability. Proposed method allows discarding the acquired images immediately after the update. By experimental results we can show that empirical kernel map has similar accuracy compare to traditional batch way eigenspace method and more efficient in memory requirement than traditional one. This experimental result shows that proposed model is suitable for commercial real time image recognition system.

• Spatial Information Research
• /
• 제23권4호
• /
• pp.57-66
• /
• 2015

현재 웹 서비스에서 활용되고 있는 이미지 지도의 기능적 한계와 비용 이슈로 인해 사용자들의 요구사항을 정확히 충족시켜줄 수 없는 문제점을 갖고 있다. 그래서 본 연구에서는 HTML5 기술을 이용하여 벡터 지도 제작 및 이를 활용한 기능과 서비스를 구현하여 사용자들의 목적에 적합한 개인화 지도를 제작하는데 목적이 있다. 연구결과 기존의 웹 환경에서 활용되는 이미지 기반의 지도에서 기울임 및 회전기능에서의 시인성이 떨어지는 문제를 HTML5 벡터지도에서 해결하였다. 그리고 지도정보를 접근하여 배경과 명칭 데이터를 선별적으로 표출하는 기능을 구현하여 지도 표출의 다양한 결과를 도출하였다. 또한, 성능 비교 결과로서 상용화 지도 서비스에서 최소 0.78sec에서 최대 7.56sec 의 최초로딩 소요시간 범위에 포함되는 0.88sec의 소요시간이 측정되어 상용화 가능성을 도출하였다. 전국 도엽을 제작하기 위한 이미지 지도의 총 용량 180GB에 비해 벡터 지도 제작 용량은 90% 이상 감소한 2.5GB로 제작되어 저장 공간에 대한 비용 이슈를 해결하였다. 결론적으로, 본 연구의 HTML5 벡터지도 설계 및 구현에 대한 연구는 다양한 정보의 활용 및 기능 확장을 통해 공간 정보를 활용하는 사용자의 요구사항에 적합한 정보를 제공하는 방안을 제시하였다.

• 한국농공학회지
• /
• 제37권5호
• /
• pp.35-42
• /
• 1995

his paper is to develop a GIS application model (GISCELWAB) for the spatial simulation of surface runoff from a small watershed. The model was constituted by three submodels : The input data extraction model (GISINDATA) which prepares cell-based input data automatically for a given watershed, the cell water balance model (CELWAB) which calculates the water balance for a cell and simulates surface runoff of watershed simultaneously by the interaction of cells, and the output data management model (GISOUTDISP) which visualize the results of temporal and spatial variation of surface runoff. The input data extraction model was developed to solve the time-consuming problems for the input-data preparation of distributed hydrologic model. The input data for CELWAB can be obtained by extracting ASCII data from a vector map. The output data management model was developed to convert the storage depth and discharge of cells into grid map. This model enables to visualize the spatial formulation process of watershed storage depth and surface runoff wholly with time increment.

• Journal of the Optical Society of Korea
• /
• 제20권1호
• /
• pp.42-54
• /
• 2016

A hybrid color and grayscale images encryption scheme based on the quaternion Hartley transform (QHT), the two-dimensional (2D) logistic map, the double random phase encoding (DRPE) in gyrator transform (GT) domain and the three-step phase-shifting interferometry (PSI) is presented. First, we propose a new color image processing tool termed as the quaternion Hartley transform, and we develop an efficient method to calculate the QHT of a quaternion matrix. In the presented encryption scheme, the original color and grayscale images are represented by quaternion algebra and processed holistically in a vector manner using QHT. To enhance the security level, a 2D logistic map-based scrambling technique is designed to permute the complex amplitude, which is formed by the components of the QHT-transformed original images. Subsequently, the scrambled data is encoded by the GT-based DRPE system. For the convenience of storage and transmission, the resulting encrypted signal is recorded as the real-valued interferograms using three-step PSI. The parameters of the scrambling method, the GT orders and the two random phase masks form the keys for decryption of the secret images. Simulation results demonstrate that the proposed scheme has high security level and certain robustness against data loss, noise disturbance and some attacks such as chosen plaintext attack.