• Title/Summary/Keyword: Shape modify

Search Result 120, Processing Time 0.027 seconds

An Application of Fuzzy Decision Trees for Hierarchical Recognition of Handwriting Symbols (퍼지 결정 트리를 이용한 온라인 필기 문자의 계층적 인식)

  • 전병환;김성훈;김재희
    • Journal of the Korean Institute of Telematics and Electronics B
    • /
    • v.31B no.3
    • /
    • pp.132-140
    • /
    • 1994
  • SCRIPT (Symbol/Character Recognition In Pen-based Technology) is an algorithm for on-line recognition of handwriting Hangeul. English upperacase letters, decimal digits, and some keyboard symbols. The shape of handwriting symbols has a large variation even when written by the same person. Though the feature analysis approach using a conventional decision tree is efficient, it is not robust under shape variations and prone to misclassification. Thus, a new method to overcome this shortcoming is necessary. In this paper, a feature analysis algorithm using two fuzzy decision trees which utilize the hierarchical property of the pattern is proposed. The first tree is used to represent the stroke shape, and the other tree is used to represent the relation between the strokes. since this method stores various possibilities. it is robust to shape variations and can readily modify false selections. In addition, there is a large increase in the recognition rate of high-level patterns due to low-level candidated. Experimental results show 91% recognition rate for Hangeul at the recognition speed of 0.33 second per character, and the recognition rate of alphanumerics and some keyboard symbols is 95% at 0.08 second per symbol. This is 8~18% increase in the recognition rate over th method not applying fuzzy decision trees.

  • PDF

Image Based Quality Assurance of Range Compensator for Proton Beam Therapy (양성자치료용 보상체의 영상기반 정도 관리 기반 프로그램 개발)

  • Kim, Jin-Sung;Yoon, Myong-Geun;Kim, Dong-Wook;Lim, Young-Kyung;Kwak, Jung-Won;Park, So-Ah;Shin, Dong-Ho;Shin, Jung-Wook;Lee, Se-Byeong;Park, Sung-Yong;Cho, Kwan-Ho
    • Progress in Medical Physics
    • /
    • v.19 no.1
    • /
    • pp.35-41
    • /
    • 2008
  • The main benefit of proton therapy over photon beam radiotherapy is the absence of exit dose, which offers the opportunity for highly conformal dose distributions to target volume while simultaneously irradiating less normal tissue. For proton beam therapy two patient specific beam modifying devices are used. The aperture is used to shape the transverse extension of the proton beam to the shape of the tumor target and a patient-specific compensator attached to the block aperture when required and used to modify the beam range as required by the treatment plan for the patient. A block of range shifting material, shaped on one face in such a way that the distal end of the proton field in the patient takes the shape of the distal end of the target volume. The mechanical quality assurance of range compensator is an essential procedure to confirm the 3 dimensional patient-specific dose distributions. We proposed a new quality assurance method for range compensator based on image processing using X-ray tube of proton therapy treatment room. The depth information, boundaries of each depth of plan compensatorfile and x-ray image of compensator were analyzed and presented over 80% matching results with proposed QA program.

  • PDF

Automatic Generation of Clustered Solid Building Models Based on Point Cloud (포인트 클라우드 데이터 기반 군집형 솔리드 건물 모델 자동 생성 기법)

  • Kim, Han-gyeol;Hwang, YunHyuk;Rhee, Sooahm
    • Korean Journal of Remote Sensing
    • /
    • v.36 no.6_1
    • /
    • pp.1349-1365
    • /
    • 2020
  • In recent years, in the fields of smart cities and digital twins, research on model generation is increasing due to the advantage of acquiring actual 3D coordinates by using point clouds. In addition, there is an increasing demand for a solid model that can easily modify the shape and texture of the building. In this paper, we propose a method to create a clustered solid building model based on point cloud data. The proposed method consists of five steps. Accordingly, in this paper, we propose a method to create a clustered solid building model based on point cloud data. The proposed method consists of five steps. In the first step, the ground points were removed through the planarity analysis of the point cloud. In the second step, building area was extracted from the ground removed point cloud. In the third step, detailed structural area of the buildings was extracted. In the fourth step, the shape of 3D building models with 3D coordinate information added to the extracted area was created. In the last step, a 3D building solid model was created by giving texture to the building model shape. In order to verify the proposed method, we experimented using point clouds extracted from unmanned aerial vehicle images using commercial software. As a result, 3D building shapes with a position error of about 1m compared to the point cloud was created for all buildings with a certain height or higher. In addition, it was confirmed that 3D models on which texturing was performed having a resolution of less than twice the resolution of the original image was generated.

User-Guidable Abstract Line Drawing of 2D Images (사용자 제어가 용이한 이차원 영상의 추상화된 라인 드로잉 생성)

  • Son, Min-Jung;Lee, Yun-Jin;Kang, Hen-Ry;Lee, Seung-Yong
    • Journal of KIISE:Computer Systems and Theory
    • /
    • v.37 no.2
    • /
    • pp.110-125
    • /
    • 2010
  • We present a novel scheme for generating line drawings from 2D images, aiming to facilitate effective visual communication. In contrast to conventional edge detectors, our technique imitates the human line drawing process to generate lines effectively and intuitively. Our technique consists of three parts: line extraction, line rendering, and user guidance. In line extraction, we extract lines by estimating a likelihood function to effectively find the genuine shape boundaries. In line rendering, we consider the feature scale and the blurriness of lines with which the detail and the focus-level of lines are controlled. We also employ stroke textures to provide a variety of illustration styles. User guidance is allowed to modify the shapes and positions of lines interactively, where immediate response is provided by GPU implementation of most line extraction operations. Experimental results demonstrate that our technique generates various kinds of line drawings from 2D images enabled by the control over detail, focus, and style.

Effective Simulation Control for Deformable Object (변형 가능한 물체를 위한 효과적인 시뮬레이션 제어)

  • Hong, Min;Choi, Min-Hyung
    • The Journal of Korean Association of Computer Education
    • /
    • v.8 no.1
    • /
    • pp.73-80
    • /
    • 2005
  • To achieve a natural and plausible interaction with deformable objects and to setup the desirable initial conditions of simulation, user should be able to define and control the geometric constraints intuitively. In addition, user should be able to utilize the simulation as a problem solving platform by experimenting various simulation situations without major modification of the simulator. The proposed physically based geometric constraint simulation system solves the problem using a non-linear finite element method approach to represent deformable objects and constraint forces are generated by defining geometric constraints on the nodes of the object to maintain the restriction. It allows user to define and modify geometric constraints and an algorithm converts these geometric constraints into constraint forces which seamlessly integrate controllability to the simulation system. Simulator can handle linear, angular, inequality based geometric constraints on the objects. Our experimental results show that constraints are maintained in the tight error bound and preserve desired shape of deformable object during the entire simulation.

  • PDF

Effect of Pore Structures of a Ti-49.5Ni (at%) Alloy on Bone Cell Adhesion (Ti-49.5Ni (at%)합금의 다공성 구조가 뼈 세포 흡착에 미치는 영향)

  • Im, Yeon-Min;Choi, Jung-Il;Khang, Dong-Woo;Nam, Tae-Hyun
    • Korean Journal of Materials Research
    • /
    • v.22 no.2
    • /
    • pp.66-70
    • /
    • 2012
  • Ti-Ni alloys are widely used in numerous biomedical applications (e.g., orthodontics, cardiovascular science, orthopaedics) due to their distinctive thermomechanical and mechanical properties, such as the shape memory effect, superelasticity and low elastic modulus. In order to increase the biocompatibility of Ti-Ni alloys, many surface modification techniques, such as the sol-gel technique, plasma immersion ion implantation (PIII), laser surface melting, plasma spraying, and chemical vapor deposition, have been employed. In this study, a Ti-49.5Ni (at%) alloy was electrochemically etched in 1M $H_2SO_4$+ X (1.5, 2.0, 2.5) wt% HF electrolytes to modify the surface morphology. The morphology, element distribution, crystal structure, roughness and energy of the surface were investigated by scanning electron microscopy (SEM), energy-dispersive Xray spectrometry (EDS), X-ray diffractometry (XRD), atomic force microscopy (AFM) and contact angle analysis. Micro-sized pores were formed on the Ti-49.5Ni (at%) alloy surface by electrochemical etching with 1M $H_2SO_4$+ X (1.5, 2.0, 2.5) wt% HF. The volume fractions of the pores were increased by increasing the concentration of the HF electrolytes. Depending on the HF concentration, different pore sizes, heights, surface roughness levels, and surface energy levels were obtained. To investigate the osteoblast adhesion of the electrochemically etched Ti-49.5Ni (at%) alloy, a MTT test was performed. The degree of osteoblast adhesion was increased at a high concentration of HF-treated surface structures.

Mobile robot obstacle avoidance system using RFID tags built-in ultrasonic sensors (초음파 센서가 내장된 RFID 태그를 이용한 이동로봇 장애물 회피 시스템)

  • Lee, Chang-Won;Lee, Seung-Joon;Lim, Sam;Kim, Joo-Woong;Choi, Woo-Seung;Jung, Sung-Boo;Eom, Ki-Hwan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2012.05a
    • /
    • pp.541-544
    • /
    • 2012
  • Recently, RFID-based mobile robot navigation technology for the study is on the march. Obstacle avoidance using existing RFID tag technology, the target is immediately recognizable through Stored in the tag for obstacle size and shape information. However, this technique is not easy to recognize a moving obstacle. In this paper, in order to this solve problem, mobile robot obstacle avoidance system is proposed using smart RFID tags attached to the ultrasonic sensor. Proposed system used Smart RFID tag is designed to the 900Mhz tags attached ultrasonic sensors. And captured moving obstacles information deliver mobile robot. Mobile robot modify driving information through delivery information. And the system keeps track of the best driving route. Usefulness of the proposed system was confirmed by simulations and experiments.

  • PDF

Increased Osteoblast Adhesion Densities on High Surface Roughness and on High Density of Pores in NiTi Surfaces

  • Im, Yeon-Min;Gang, Dong-U;Kim, Yeon-Uk;Nam, Tae-Hyeon
    • Proceedings of the Materials Research Society of Korea Conference
    • /
    • 2009.11a
    • /
    • pp.39.1-39.1
    • /
    • 2009
  • NiTi alloy is widely used innumerous biomedical applications (orthodontics, cardiovascular, orthopaedics, etc.) for its distinctive thermomechanical and mechanical properties such as shape memory effect, super elasticity, low elastic modulus and high damping capacity. However, NiTi alloy is still a controversial biomaterial because of its high Ni content which can trigger the risk of allergy and adverse reactions when Ni ion releases into the human body. In order to improve the corrosion resistance of the TiNi alloy and suppress the release of Ni ions, many surface modification techniques have been employed in previous literature such as thermal oxidation, laser surface treatment, sol-gel method, anodic oxidation and electrochemical methods. In this paper, the NiTi was electrochemically etched in various electrolytes to modify surface. The microstructure, element distribution, phase composition and roughness of the surface were investigatedby scanning electron microscopy (SEM), energy-dispersive X-ray spectrometry(EDS), X-ray diffractometry (XRD) and atomic force microscopy (AFM). Systematic controlling of nano and submicron surface features was achieved by altered density of hydro fluidic acid in etchant solution. Nanoscale surface topography, such as, pore density, pore width, pore height, surface roughness and surface tension were extensively analyzed as systematical variables.Importantly, bone forming cell, osteoblast adhesion was increased in high density of hydro fluidic treated surface structures, i.e., in greater nanoscale surface roughness and in high surface areas through increasing pore densities.All results delineate the importance of surface topography parameter (pores) inNiTi to increase the biocompatibility of NiTi in identical chemistry which is crucial factor for determining biomaterials.

  • PDF

A Study on the Computer-Aided Design of Dies for Hot Extrusion of Structural Shapes from Aluminum Alloys (알루미늄합금 형재의 열간압출 금형설계 자동화에 관한 연구)

  • Choe, Jae-Chan;Kim, Byeong-Min;Lee, Jin-Hui;Jo, Hae-Yong;Lee, Jong-Su;Hong, Seong-Seok;Jo, Nam-Chun
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.7 no.3
    • /
    • pp.26-36
    • /
    • 1990
  • This paper describes the Computer Aided Design (CAD) of dies for direct hot extrusion of structural shapes such as Z's and U's from aluminum alloys. A simple analysis of the direct extrusion process is developed and used to formulate a disign procedure for determining the optimal shape of the extrusion dies. A computer software system has been developed to design flat-faced dies for non-lubricated hot extrusion process. This software is a system of computer programs which are written to logical design procedure. Computer programs are based on empirical and analytical relationships, as well as on established knowledge based system. In the interactive mode of operation, the reaults at various tages of the design process are plotted on a screen. At any stage, the designer can interact with the computer to change or modify the design, based on his experience. The output from the program is (a) the design of the flat-faced die, (b) information on extrusion load, reduction ratio, and other process variables, etc. The implementation of this CAD system is expected to (a) provide scientific basis and rationalize the die design procedure, (b) optimize extrusion variables to maximize yield and production rate, (c) improve utilization of existing press capacity, etc.

  • PDF

THE CHANGE OF THE TEMPOROMANDIBULAR JOINT AFTER EXPERIMENTAL DISTRACTION OF MANDIBULAR RAMUS IN RABBIT (가토에서 하악골 신장술이 악관절에 미치는 영향)

  • Lim, Seung-Kyu;Kim, Chul-Hwan;Kim, Kyung-Wook
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
    • /
    • v.34 no.5
    • /
    • pp.543-549
    • /
    • 2008
  • Distraction osteogenesis is a commonly used technique for mandibular lengthening, but changes in the temporomandibular joint(TMJ) have not been well documented. The TMJ is one of the most complex joint in the body and is composed of a fibrous surface layer, a proliferative zone, hypertrophic cartilage, and bone. The shape and role of the TMJ change and modify during a person's life-time. Possible complications that can arise after mandibular distraction include failure of the formation, failure of callus, infection, disturbance of TMJ and of occlusion. However, there are only a few reports on changes in the TMJ as a result of distraction osteogenesis. Hence, the goal of this study was to evaluate the change of the TMJ after experimental distraction of mandibular ramus in rabbit. We studied histological changes of mandibular condyle, articular disk and retrodiscal tissue, and also examined the collagen I gene expression and MMP-1 gene expression. The results were as follows. 1. In the histological staining, experimental condylar surface showed more thick fibrous articular layer and proliferative layer, compared with the control condyle and experimental articular disc showed thick and dense collagen fibers compared with the control disc. 2. In the collagen I and MMP-1 gene RT-PCR analysis, experimental discs showed increased collagen I expression compared with the control disc, while MMP-1 gene expression was decreased compared with the control disc. The retrodiscal tissue was almost equal expressions of the collagen I and MMP-1 genes compared with the control retrodiscal tissue. These findings suggest that histological and biomolecular changes occur in condyles and discs after unilateral mandibular distraction osteogenesis.