• Title/Summary/Keyword: object-based analysis

Search Result 1,788, Processing Time 0.033 seconds

Pulmonary Nodule Detection based on Hierarchical 3D Block Analysis in Chest CT scans (흉부 CT영상에서 계층적 삼차원 블록 분석을 이용한 폐결절 검출)

  • Choi, Wook-Jin;Choi, Tae-Sun
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
    • /
    • v.5 no.1
    • /
    • pp.13-19
    • /
    • 2012
  • In this paper, we propose the pulmonary nodule detection method based on hierarchical 3D block analysis. The proposed system consists of two main part. In the first part, we select the block which is need to analysis. In the second part, we analysis the selected blocks. We extract the shape based features of the object in the selected blocks. Support Vector Machine is applied to the extracted features to classify into nodules and non-nodules.

A Saliency Map based on Color Boosting and Maximum Symmetric Surround

  • Huynh, Trung Manh;Lee, Gueesang
    • Smart Media Journal
    • /
    • v.2 no.2
    • /
    • pp.8-13
    • /
    • 2013
  • Nowadays, the saliency region detection has become a popular research topic because of its uses for many applications like object recognition and object segmentation. Some of recent methods apply color distinctiveness based on an analysis of statistics of color image derivatives in order to boosting color saliency can produce the good saliency maps. However, if the salient regions comprise more than half the pixels of the image or the background is complex, it may cause bad results. In this paper, we introduce the method to handle these problems by using maximum symmetric surround. The results show that our method outperforms the previous algorithms. We also show the segmentation results by using Otsu's method.

  • PDF

Distribution of Target Bits based on Size, Motion and Distrotion (크기, 움직임 및 왜곡정보에 의한 목표비트 분배)

  • 한학수;황희련;황재정
    • Proceedings of the IEEK Conference
    • /
    • 2000.11d
    • /
    • pp.101-104
    • /
    • 2000
  • An efficient bit rate distribution technique that distributes available bits for multiple objects based on motion vector magnitude, size of object shape, and coding distortion is presented. This coding concept using the three parameters was exploited in MPEG-4 multiple object coding. But the scheme is likely to produce poor results such as allocating more bits to less important objects and degrading picture quality, due to the lack of analysis and research in view of human visual aspect. In this paper importance of each object is represented by the three parameters and visually analyzed. Target bits are distributed according to coding distortion using the pre-assigned shape and motion information.

  • PDF

Distribution of Target Bits based on Size, Motion and Distortion (크기, 움직임 및 왜곡 정보에 의한 목표비트 분배)

  • 지석상;황재정;이문호
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.4 no.5
    • /
    • pp.1085-1093
    • /
    • 2000
  • An efficient bit rate distribution technique that distributes available bits for multiple objects based on motion vector magnitude, size of object shape, and coding distortion is presented. This coding concept using the three parameters was exploited in MPEG-4 multiple object coding. But the scheme is likely to produce poor results such as allocating more bits to less important objects and degrading picture quality, due to the lack of analysis and research in view of human visual aspect. In this paper importance of each object is represented by the three parameters and visually analyzed. Target bits are distributed according to coding distortion using the pre-assigned shape and motion information.

  • PDF

Combining Object Detection and Hand Gesture Recognition for Automatic Lighting System Control

  • Pham, Giao N.;Nguyen, Phong H.;Kwon, Ki-Ryong
    • Journal of Multimedia Information System
    • /
    • v.6 no.4
    • /
    • pp.329-332
    • /
    • 2019
  • Recently, smart lighting systems are the combination between sensors and lights. These systems turn on/off and adjust the brightness of lights based on the motion of object and the brightness of environment. These systems are often applied in places such as buildings, rooms, garages and parking lot. However, these lighting systems are controlled by lighting sensors, motion sensors based on illumination environment and motion detection. In this paper, we propose an automatic lighting control system using one single camera for buildings, rooms and garages. The proposed system is one integration the results of digital image processing as motion detection, hand gesture detection to control and dim the lighting system. The experimental results showed that the proposed system work very well and could consider to apply for automatic lighting spaces.

A FORCE/POSITION CONTROL FOR TWO-ARM MOTION COORDINATION AND STABILITY ROBUSTNESS ANALYSIS

  • 최형식
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1992.10a
    • /
    • pp.215-219
    • /
    • 1992
  • This paper presents a motion coordination of two robot manipulators coordinating an object. To coordinate the object, a force/position control scheme in a mode of leaer/follower is devised. The dynamics of the object are incorporated into the dynamics of the leader arm, which yields a reduced order model of two arm system. In order to regulate interaction forces between two arm, the dynamics of the follower arm are expressed as force dynamic equations such that a novel direct forces between two arms and two different type of bounded input disturbances, boundedness and asymptotic stability results based on a proposed Lyapunov function are shown. Also, a sufficient condition for a stability robustness is derived based on the Lyapunov approach.

A Comparative and Analytical Study on the Architectural Characteristics of James Turrell's Skyspace based on the Object Relations Theory (대상관계이론에 의한 제임스 터렐의 하늘공간 속 건축적 특성 비교분석연구)

  • Lee, Jae-In
    • Journal of the Architectural Institute of Korea Planning & Design
    • /
    • v.35 no.2
    • /
    • pp.83-92
    • /
    • 2019
  • This study set out to analyze James Turrell's Skyspace works by applying the object relations theory, compare them with several modern architectural works with a sky window based on the analysis results, and check common and differentiating features between them. The findings were as follows: first, Turrell's Skyspace works shed new light on the images of the sky by projecting inner light to the outside; second, sky windows in architecture make the self-representation of inner space clear through the introjection of light; third, 'Hill of the Buddha' reflects the most general aspect of the object relations theory as the nature of projection found in Turrell's Skyspace is added to it; and finally, Turrell installed event-like spaces and steps in 'Roden Crater' to apply the introjection of others that was deficient in Skyspace.

A Scene-Specific Object Detection System Utilizing the Advantages of Fixed-Location Cameras

  • Jin Ho Lee;In Su Kim;Hector Acosta;Hyeong Bok Kim;Seung Won Lee;Soon Ki Jung
    • Journal of information and communication convergence engineering
    • /
    • v.21 no.4
    • /
    • pp.329-336
    • /
    • 2023
  • This paper introduces an edge AI-based scene-specific object detection system for long-term traffic management, focusing on analyzing congestion and movement via cameras. It aims to balance fast processing and accuracy in traffic flow data analysis using edge computing. We adapt the YOLOv5 model, with four heads, to a scene-specific model that utilizes the fixed camera's scene-specific properties. This model selectively detects objects based on scale by blocking nodes, ensuring only objects of certain sizes are identified. A decision module then selects the most suitable object detector for each scene, enhancing inference speed without significant accuracy loss, as demonstrated in our experiments.

OCL Based Specification and Verification of Structural Constraints for UML Analysis Models (UML 분석 모델의 구조적 제약사항에 대한 OCL 기반의 명세 및 검증)

  • Chae, Heung-Seok;Yeom, Keun-Hyuk
    • Journal of KIISE:Software and Applications
    • /
    • v.33 no.2
    • /
    • pp.186-200
    • /
    • 2006
  • Analysis model focuses only on functional requirements and postpones nonfunctional requirements and implementation specific issues until subsequent design activities are undertaken. Based on the analysis models, the design activities are performed by refining and clarifying the analysis models. Thus, the quality of analysis models has a vast impact on the design models. Therefore, much effort should be taken to build correct analysis model. In this paper, we propose a set of structural constraints that analysis models of typical object-oriented development methods should satisfy. Three kinds of constraints are proposed: class related constraints, relation related constraints, and usage related constraints. For each constraint, formal definition and description with OCL are provided. In addition, through a case study with two medium-sired industrial systems, we demonstrated that the proposed approach can help to identify and correct serious deficiencies in object-oriented analysis models.

A geometric analysis of range measurement error (거리 영상 측정 오차의 기하학적 분석)

  • 윤강식;이병욱;박래홍
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.22 no.6
    • /
    • pp.1259-1265
    • /
    • 1997
  • We investigate depth measurement error of a range finder based on triangulation method. Geometric analysis resulted in intuitive understanding of the error sensitivity. We show that the depth error is propostional to the distance between the object andthe camera. The measurement value has the highest accuracy when the line connecting the focal point of the camera and the object is perpendicular to the line joining the object and the light source of herange finder. Also we analyze the error using a perturbation method and verify that the results are identical through an experiment.

  • PDF