• Title/Summary/Keyword: image vector

Search Result 1,580, Processing Time 0.025 seconds

Method of Generating Shape Feature Vector Using Infrared Video for Night Pedestrian Recognition (야간 보행자인식을 위한 적외선 동영상의 형상특징벡터 생성기법)

  • Song, Byeong Tak;Kim, Tai Suk
    • Journal of Korea Multimedia Society
    • /
    • v.21 no.7
    • /
    • pp.755-763
    • /
    • 2018
  • In this paper, for recognize a night pedestrian from an infrared video, a new method differentiated from the existing feature vector is proposed and experimented. The new approach focuses on the shape feature vector of the structure and shape of the pedestrian image divided by the human body seven split ratio. The pedestrian images are divided into 7 square blocks from the still image of the preprocessing process. And to reduce the dimension, the square block is converted into a mosaic block. The scalar and direction of the shape feature vector is calculated by the brightness and position of the element in the mosaic. For practicality of infrared video system, the proposed method simplifies the data to be processed by reducing the amount of data in the preprocessing in order to continuously batch process the entire system in real time. Through the experiments, we verified the validity of the proposed shape feature vector. In comparison to the existing method, we propose a new shape feature vector generation method as the feature vector for night pedestrian recognition.

Frame Rate Up Conversion Method using Partition Block OBMC and Improved Adaptively Weighted Vector Median (분할 블록 OBMC와 개선된 적응 가중 중간값 필터를 이용한 프레임률 증가 기법)

  • Kim, Geun-Tae;Ko, Yun-Ho
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.24 no.1
    • /
    • pp.1-12
    • /
    • 2019
  • This paper proposes a new motion vector smoothing and motion compensation method to increase the frame rate of videos. The proposed method reduces false motion vector smoothing by improving the weight with reflecting accuracy to overcome the limitation of the conventional motion vector smoothing using the adaptively weighted vector median. Also, to improve the interpolated image quality of the conventional OBMC(Overlapped Block Motion Compensation), a scheme that divides an original block into 4 sub-blocks and then generates the interpolated frame using the reestimated motion vector for each sub-block is proposed. The simulation results prove that the proposed method can provide much better objective and subjective image quality than the conventional method.

Optimized Multiple Description Lattice Vector Quantization Coding for 3D Depth Image

  • Zhang, Huiwen;Bai, Huihui;Liu, Meiqin;Zhao, Yao
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.9 no.3
    • /
    • pp.1140-1154
    • /
    • 2015
  • Multiple Description (MD) coding is a promising alternative for the robust transmission of information over error-prone channels. Lattice vector quantization (LVQ) is a significant version of MD techniques to design an MD image coder. However, different from the traditional 2D texture image, the 3D depth image has its own special characteristics, which should be taken into account for efficient compression. In this paper, an optimized MDLVQ scheme is proposed in view of the characteristics of 3D depth image. First, due to the sparsity of depth image, the image blocks can be classified into edge blocks and smooth blocks, which are encoded by different modes. Furthermore, according to the boundary contents in edge blocks, the step size of LVQ can be regulated adaptively for each block. Experimental results validate the effectiveness of the proposed scheme, which show better rate distortion performance compared with the conventional MDLVQ.

The Brand Image and the Benefit of 20’s Female Apparel Market(PartII) -Positioning Strategy of Brand Image in 20’s Female Apparel Market according to Benefit Segmentation- (20대 여성정장의류의 편익과 상표이미지에 관한 연구(제2보) -편익 세분화에 따른 20대 여성정장의류의 상표이미지 포지셔닝 전략 연구를 중심으로-)

  • 박혜원;임숙자
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.24 no.7
    • /
    • pp.953-963
    • /
    • 2000
  • This study intended to analyse the factors of brand image and brand image positioning of domestic 20’s female apparel(formal wear) among the consumer groups segmented by benefits sought in apparel and to provide marketing strategy of brand image. The subject of this study were 605 working women in their 20’s living in seoul, and the model sampling was done by convenienced sampling method based on the subjects age and occupation. Survey based on references and former studies was used. and statistical methods such as frequency, percentage, mean, factor analysis, preference regression were applied. The results of this study were as follows. 1. The factor structures of brand image were classified into symbolism/aesthetics, and practicality. 2. Perception, ideal preference vector, and brand preference of brand image were proven to be significantly different among the four segmented consumer groups.

  • PDF

Multithread video coding processor for the videophone (동영상 전화기용 다중 스레드 비디오 코딩 프로세서)

  • 김정민;홍석균;이일완;채수익
    • Journal of the Korean Institute of Telematics and Electronics A
    • /
    • v.33A no.5
    • /
    • pp.155-164
    • /
    • 1996
  • The architecture of a programmable video codec IC is described that employs multiple vector processors in a single chip. The vector processors operate in parallel and communicate with one another through on-chip shared memories. A single scalar control processor schedules each vector processor independently to achieve real-tiem video coding with special vector instructions. With programmable interconnection buses, the proposed architecture performs multi-processing of tasks and data in video coding. Therefore, it can provide good parallelism as well as good programmability. especially, it can operate multithread video coding, which processes several independent image sequences simultaneously. We explain its scheduling, multithred video coding, and vector processor architectures. We implemented a prototype video codec with a 0.8um CMOS cell-based technology for the multi-standard videophone. This codec can execute video encoding and decoding simultaneously for the QCIF image at a frame rate of 30Hz.

  • PDF

A FACE IMAGE GENERATION SYSTEM FOR TRANSFORMING THREE DIMENSIONS OF HIGHER-ORDER IMPRESSION

  • Ishi, Hanae;Sakuta, Yuiko;Akamatsu, Shigeru;Gyoba, Jiro
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2009.01a
    • /
    • pp.703-708
    • /
    • 2009
  • The present paper describes the application of an improved impression transfer vector method (Sakurai et al., 2007) to transform the three basic dimensions (Evaluation, Activity, and Potency) of higher-order impression. First, a set of shapes and surface textures of faces was represented by multi-dimensional vectors. Second, the variation among faces was coded in reduced parameters derived by applying principal component analysis. Third, a facial attribute along a given impression dimension was analyzed to select discriminative parameters from among principal components with higher sensitivity to impressions, and obtain an impression transfer vector. Finally, the parametric coordinates were changed by adding or subtracting the impression transfer vector and the image was manipulated so that its facial appearance clearly exhibits the transformed impression. A psychological rating experiment confirmed that the impression transfer vector modulated three dimensions of higher-order impression. We discussed the versatility of the impression transfer vector method.

  • PDF

A Study on the Development of Automatic Ship Berthing System (선박 자동접안시스템 구축을 위한 기초연구)

  • Kim, Y.B.;Choi, Y.W.;Chae, G.H.
    • Journal of Power System Engineering
    • /
    • v.10 no.4
    • /
    • pp.139-146
    • /
    • 2006
  • In this paper vector code correlation(VCC) method and an algorithm to promote the image processing performance in building an effective measurement system using cameras are described for automatically berthing and controlling the ship equipped with side thrusters. In order to realize automatic ship berthing, it is indispensable that the berthing assistant system on the ship should continuously trace a target in the berth to measure the distance to the target and the ship attitude, such that we can make the ship move to the specified location. The considered system is made up of 4 apparatuses compounded from a CCD camera, a camera direction controller, a popular PC with a built in image processing board and a signal conversion unit connected to parallel port of the PC. The object of this paper is to reduce the image processing time so that the berthing system is able to ensure the safety schedule against risks during approaching to the berth. It could be achieved by composing the vector code image to utilize the gradient of an approximated plane found with the brightness of pixels forming a certain region in an image and verifying the effectiveness on a commonly used PC. From experimental results, it is clear that the proposed method can be applied to the measurement system for automatic ship berthing and has the image processing time of fourfold as compared with the typical template matching method.

  • PDF

A Multi-domain Style Transfer by Modified Generator of GAN

  • Lee, Geum-Boon
    • Journal of the Korea Society of Computer and Information
    • /
    • v.27 no.7
    • /
    • pp.27-33
    • /
    • 2022
  • In this paper, we propose a novel generator architecture for multi-domain style transfer method not an image to image translation, as a method of generating a styled image by transfering a style to the content image. A latent vector and Gaussian noises are added to the generator of GAN so that a high quality image is generated while considering the characteristics of various data distributions for each domain and preserving the features of the content data. With the generator architecture of the proposed GAN, networks are configured and presented so that the content image can learn the styles for each domain well, and it is applied to the domain composed of images of the four seasons to show the high resolution style transfer results.

Real-Time Image-Based Relighting for Tangible Video Teleconference (실감화상통신을 위한 실시간 재조명 기술)

  • Ryu, Sae-Woon;Parka, Jong-Il
    • Journal of Broadcast Engineering
    • /
    • v.14 no.6
    • /
    • pp.807-810
    • /
    • 2009
  • This paper deals with a real-time image based relighting system for tangible video teleconference. The proposed image based relighting system renders the extracted human object using the virtual environmental images. The proposed system can homogenize virtually the lighting environments of remote users on the video teleconference, or render the humans like they are in the virtual places. To realize the video teleconference, the paper obtains the 3D object models of users in real-time using the controlled lighting system. In this paper, we use single color camera and synchronized two directional flash lights. Proposed system generates pure shading images using on and off flash images subtraction. One pure shading reflectance map generates a directional normal map from multiplication of each reflectance map and basic normal vector map. Each directional basic normal map is generated by inner vector calculation of incident light vector and camera viewing vector. And the basic normal vector means a basis component of real surface normal vector. The proposed system enables the users to immerse video teleconference just as they are in the virtual environments.

Metamorphosis Hierarchical Motion Vector Estimation Algorithm for Multidimensional Image System (다차원 영상 시스템을 위한 변형계층 모션벡터 추정알고리즘)

  • Kim Jeong-Woong;Yang Hae-Sool
    • The KIPS Transactions:PartB
    • /
    • v.13B no.2 s.105
    • /
    • pp.105-114
    • /
    • 2006
  • In ubiquitous environment where various kinds of computers are embedded in persons, objects and environment and they are interconnected and can be used in my place as necessary, different types of data need to be exchanged between heterogeneous machines through home network. In the environment, the efficient processing, transmission and monitoring of image data are essential technologies. We need to make research not only on traditional image processing such as spatial and visual resolution, color expression and methods of measuring image quality but also on transmission rate on home network that has a limited bandwidth. The present study proposes a new motion vector estimation algorithm for transmitting, processing and controlling image data, which is the core part of contents in home network situation and, using algorithm, implements a real time monitoring system of multi dimensional images transmitted from multiple cameras. Image data of stereo cameras to be transmitted in different environment in angle, distance, etc. are preprocessed through reduction, magnification, shift or correction, and compressed and sent using the proposed metamorphosis hierarchical motion vector estimation algorithm for the correction of motion. The proposed algorithm adopts advantages and complements disadvantages of existing motion vector estimation algorithms such as whole range search, three stage search and hierarchical search, and estimates efficiently the motion of images with high variation of brightness using an atypical small size macro block. The proposed metamorphosis hierarchical motion vector estimation algorithm and implemented image systems can be utilized in various ways in ubiquitous environment.