• 제목/요약/키워드: recognition-rate

Search Result 2,809, Processing Time 0.024 seconds

Recognition of width and height modulated barcode printed at arbitrary position for postal service (임의의 위치에 인쇄된 우정업무용 폭 및 높이 변조형 바코드의 인식)

  • 김현수;이강희;유중돈
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.23 no.4
    • /
    • pp.805-814
    • /
    • 1998
  • An efficient image processing algorithm is proposed to recognize both the height and width modulated barcodes which are rotated and printed at an arbitrary position. The main feature of this algorithm is to utilize the gradient information of a rotated barcode with a Sobel operator. The barcode area is extracted using the gradient information, and the barcode is decoded from the binary image of the extracted area. Theis algorithm is successfully applied to the 4 state and width modulated barcodes. It takes 0.86 secoden to process a letter, and the recognition rate reaches above 98% under various testing conditions. Since both the width and height modulated barcodes are processed with the proposed algorithm, it can be applied to postal service automation.

  • PDF

A Highly Stereoselective Reaction in Aminolysis of 3-Acyl-4-(S)-isopropyl-1,3-thiazolidine-2-thione with Racemic Amines (3-Acyl-4(S)-isopropyl-1,3-Thiazolidine-2-Thione과 라세미아민의 입체선택적인 반응)

  • Tae Myoung Jeong;Ki Hun Park
    • Journal of the Korean Chemical Society
    • /
    • v.32 no.6
    • /
    • pp.588-592
    • /
    • 1988
  • A chiral recognition was observed in aminolysis of 3-acyl-4(S)-isopropyl-1,3-thiazolidine-2-thione by racemic amine to give an optically active amide (S-excess) and amine (R-excess). This procedure can be applied to synthesis of macrocyclic diamide macrocyclic spermidine alkaloid, and peptide. The rate of this aminolysis is remarkably affected by steric surrounding; completion of reaction can be easily judged by the disappearance of the original yellow color of 4(S)-AITT. These features of the aminolysis suggested a potential recognition racemic amines by a chiral 4 (S)-AITT derivative. Thus 4 (S)-AITT was synthesized from 4 (S)-isopropyl-1, 3-thiazolidine-2-thione and carboxylic acids.

  • PDF

The Recognition and Improvement of the Hwangnamppang Available to University Students in the Gyeongju Area (경주 지역 대학생의 황남빵에 대한 인식 및 개선 방향)

  • Lee, Jong-Suk;Jung, In-Chang
    • Journal of the East Asian Society of Dietary Life
    • /
    • v.18 no.6
    • /
    • pp.899-906
    • /
    • 2008
  • The purpose of this study was to investigate the recognition and need for improvement of the Hwangnamppang provided to university students in the Gyeongju area of Korea. To accomplish this, we surveyed 195 university students by questionnaire. The consumption frequency rate revealed that 49.7% of students consumed Hwangnamppang $1{\sim}2$ times a year, while 32.8% consumed it $2{\sim}3$ times per six months and 16.4% consumed it $1{\sim}3$ times a month. Furthermore, the results revealed that 45.6% of the students purchased Hwangnamppang to give as a present. Moreover, 55% of the respondents thought that Hwangnamppang was a suitable gift, but that it was too expensive. In addition, 47.7% of the respondents felt that there were not enough varieties of the product and 26.7% for factor that do not increase Hwangnamppang's consumption respond. Finally, 90% of the respondents felt that there was a need to diversify the red-bean paste used in Hwangnamppang, and felt that the best pieces contained chestnuts (3.66/5 score) or sweet potato (3.62/5 score). Overall, the results of this study revealed that Hwangnamppang requires further development to increase the varieties available and improve the overall acceptability.

  • PDF

Nasal Place Detection with Acoustic Phonetic Parameters (음향음성학 파라미터를 사용한 비음 위치 검출)

  • Lee, Suk-Myung;Choi, Jeung-Yoon;Kang, Hong-Goo
    • The Journal of the Acoustical Society of Korea
    • /
    • v.31 no.6
    • /
    • pp.353-358
    • /
    • 2012
  • This paper describes acoustic phonetic parameters for detecting nasal place in a knowledge-based speech recognition system. Initial acoustic phonetic parameters are selected by studying nasal production mechanisms which are radiation of the sound through the nasal cavity. Nasals are produced with differing articulatory configuration which can be classified by measuring acoustic phonetic parameters such as band energy ratio, band energy differences, formants and formant differences. These acoustic phonetic parameters were tested in a classification experiment among labial nasal, alveolar nasal and velar nasal. An overall classification rate of 57.5% is obtained using the proposed acoustic phonetic parameters on the TIMIT database.

Classification of Diphthongs using Acoustic Phonetic Parameters (음향음성학 파라메터를 이용한 이중모음의 분류)

  • Lee, Suk-Myung;Choi, Jeung-Yoon
    • The Journal of the Acoustical Society of Korea
    • /
    • v.32 no.2
    • /
    • pp.167-173
    • /
    • 2013
  • This work examines classification of diphthongs, as part of a distinctive feature-based speech recognition system. Acoustic measurements related to the vocal tract and the voice source are examined, and analysis of variance (ANOVA) results show that vowel duration, energy trajectory, and formant variation are significant. A balanced error rate of 17.8% is obtained for 2-way diphthong classification on the TIMIT database, and error rates of 32.9%, 29.9%, and 20.2% are obtained for /aw/, /ay/, and /oy/, for 4-way classification, respectively. Adding the acoustic features to widely used Mel-frequency cepstral coefficients also improves classification.

Implementation for the Biometric User Identification System Based on Smart Card (SMART CARD 기반 생체인식 사용자 인증시스템의 구현)

  • 주동현;고기영;김두영
    • Journal of the Institute of Convergence Signal Processing
    • /
    • v.5 no.1
    • /
    • pp.25-31
    • /
    • 2004
  • This paper is research about the improvement of recognition rate of the biometrics user identification system using the data previously stored in the non contact Ic smart card. The proposed system identifies the user by analyzing the iris pattern his or her us. First, after extracting the area of the iris from the image of the iris of an eye which is taken by CCD camera, and then we save PCA Coefficient using GHA(Generalized Hebbian Algorithm) into the Smart Card. When we confirmed the users, we compared the imformation of the biometrics of users with that of smart card. In case two kinds of information was the same, we classified the data by using SVM(Support Vector Machine). The Experimental result showed that this system outperformed the previous developed system.

  • PDF

Android Platform based Gesture Recognition using Smart Phone Sensor Data (안드로이드 플랫폼기반 스마트폰 센서 정보를 활용한 모션 제스처 인식)

  • Lee, Yong Cheol;Lee, Chil Woo
    • Smart Media Journal
    • /
    • v.1 no.4
    • /
    • pp.18-26
    • /
    • 2012
  • The increase of the number of smartphone applications has enforced the importance of new user interface emergence and has raised the interest of research in the convergence of multiple sensors. In this paper, we propose a method for the convergence of acceleration, magnetic and gyro sensors to recognize the gesture from motion of user smartphone. The proposed method first obtain the 3D orientation of smartphone and recognize the gesture of hand motion by using HMM(Hidden Markov Model). The proposed method for the representation for 3D orientation of smartphone in spherical coordinate was used for quantization of smartphone orientation to be more sensitive in rotation axis. The experimental result shows that the success rate of our method is 93%.

  • PDF

Hangul Recognition Using a Hierarchical Neural Network (계층구조 신경망을 이용한 한글 인식)

  • 최동혁;류성원;강현철;박규태
    • Journal of the Korean Institute of Telematics and Electronics B
    • /
    • v.28B no.11
    • /
    • pp.852-858
    • /
    • 1991
  • An adaptive hierarchical classifier(AHCL) for Korean character recognition using a neural net is designed. This classifier has two neural nets: USACL (Unsupervised Adaptive Classifier) and SACL (Supervised Adaptive Classifier). USACL has the input layer and the output layer. The input layer and the output layer are fully connected. The nodes in the output layer are generated by the unsupervised and nearest neighbor learning rule during learning. SACL has the input layer, the hidden layer and the output layer. The input layer and the hidden layer arefully connected, and the hidden layer and the output layer are partially connected. The nodes in the SACL are generated by the supervised and nearest neighbor learning rule during learning. USACL has pre-attentive effect, which perform partial search instead of full search during SACL classification to enhance processing speed. The input of USACL and SACL is a directional edge feature with a directional receptive field. In order to test the performance of the AHCL, various multi-font printed Hangul characters are used in learning and testing, and its processing its speed and and classification rate are compared with the conventional LVQ(Learning Vector Quantizer) which has the nearest neighbor learning rule.

  • PDF

An Experimental Multimodal Command Control Interface toy Car Navigation Systems

  • Kim, Kyungnam;Ko, Jong-Gook;SeungHo choi;Kim, Jin-Young;Kim, Ki-Jung
    • Proceedings of the IEEK Conference
    • /
    • 2000.07a
    • /
    • pp.249-252
    • /
    • 2000
  • An experimental multimodal system combining natural input modes such as speech, lip movement, and gaze is proposed in this paper. It benefits from novel human-compute. interaction (HCI) modalities and from multimodal integration for tackling the problem of the HCI bottleneck. This system allows the user to select menu items on the screen by employing speech recognition, lip reading, and gaze tracking components in parallel. Face tracking is a supplementary component to gaze tracking and lip movement analysis. These key components are reviewed and preliminary results are shown with multimodal integration and user testing on the prototype system. It is noteworthy that the system equipped with gaze tracking and lip reading is very effective in noisy environment, where the speech recognition rate is low, moreover, not stable. Our long term interest is to build a user interface embedded in a commercial car navigation system (CNS).

  • PDF

Reconstruction of Overlapping Character in Thai Printed Documents

  • Nucharee Pemchaiswa;Wichian Premchaiswadi;Voravit Premratanachai;Seinosuke Narita
    • Proceedings of the IEEK Conference
    • /
    • 2000.07a
    • /
    • pp.31-34
    • /
    • 2000
  • This paper proposes a reconstruction scheme for overlapping characters in Thai printed document. Overlapping characters are characters that overlap with surrounding characters. The problem of overlapping characters is still an unsolved problem In commercially available software of Thai character recognition systems. The algorithm of reconstruction scheme is based on structural analysis of overlapping Thai printed characters. It consists of 2 steps: overlapping point determination and reconstruction of segmented characters. The overlapping point is defined as the intersection point between characters and can be determined by using templates. Then, an overlapping character is separated into segments at the intersection point. The structure of each segment may be an incomplete character and is not identical to the original one. Therefore, the reconstruction process is employed to add the incomplete part of these segments. The proposed scheme has been implemented and tested with 70 patterns of conventionally found in overlapping printed Thai characters with different typefaces and type sizes. The experimental results show that the proposed scheme can segment and reconstruct overlapping characters correctly. The proposed scheme can improve the recognition rate of commercially available software, ThaiOCR1.5 and ArnThai1.0, more than 60 percents

  • PDF