Visually impaired persons have difficulty in business that dealing with banknote.This paper proposed a Malaysian banknotes detection system using image processing technology and fuzzy logic algorithm for the visually ...Visually impaired persons have difficulty in business that dealing with banknote.This paper proposed a Malaysian banknotes detection system using image processing technology and fuzzy logic algorithm for the visually impaired.The Malaysian banknote reader will first capture the inserted banknote image,sending it to the cloud server for image processing via Wi-Fi medium.The cloud server is established to receive the banknote image sending from the banknote reader,processing them using perceptual hashing based image searching and fuzzy logic algorithm,then return the detected banknote’s value results back to the banknote reader.The banknote reader will display the results in terms of voice message played on the mini speaker attached on it,to allow visually impaired persons knowing the banknote’s value.This hardware mechanism reduces the size and costs for the banknote reader carried by the visually impaired persons.Experimental results showed that this Malaysian banknotes detection system reached an accuracy beyond 95%by running test on 600 different worn,torn and new Malaysian banknotes.After the banknote image being taken by the banknote reader’s camera,the system able to detect the banknote value in about 480 mili-seconds to 560 mili-seconds for a single sided banknote recognition.The banknotes detection speed was also comparable with human observers reading banknotes,with the response of 1.0908 second per banknote slight difference reading time.The IoT and image processing concepts were successfully blended and it provides an alternative to aid the visually impaired person their daily business transaction activities in a better way.展开更多
AIM:To evaluate the knowledge,attitudes,and practices regarding eye-care seeking practices of visually impaired adults in a rural area Yueqing,and explore factors influencing their behavior.METHODS:A stratified sampli...AIM:To evaluate the knowledge,attitudes,and practices regarding eye-care seeking practices of visually impaired adults in a rural area Yueqing,and explore factors influencing their behavior.METHODS:A stratified sampling method was used to select 48 villages in Yueqing,from which 2400 people were selected to receive vision screenings conducted by oculists during a household visit.Those presenting visual acuity≥0.5 log MAR in either eye completed a self-designed questionnaire investigating their knowledge about medical eye-care seeking,attitudes about eye health and eye-careseeking behavior.RESULTS:Totally 165 people with moderate-to-severe visual impairment were identified(6.9%,165/2400),and 146 eligible participants were recruited(response rate:88.4%,mean age:68.6±15.0 y),among which 88(60.3%)were female.They had 82(56.2%)and 64(43.8%)monocular and binocular visual impairments respectively.A total of 67(45.9%)subjects demonstrated a high knowledge level about medical eye-care seeking and 88(60.3%)had self-rated poor vision,with 23(15%)receiving regular vision checks.The 105(71.9%)subjects had never been to hospital for an eye examination."No need"and"schedule conflicts"were the main reasons for not seeking eye care.Having extensive knowledge of medical eye-care seeking was positively associated with high education levels(OR=3.73,P=0.045)and negatively correlated with older age(OR=0.97,P=0.043).Both the self-perceived vision condition(OR=2.59,P=0.03)and regular vision check behavior(OR=6.50,P<0.01)were related with seeking eye care services.CONCLUSION:In rural Yueqing,intervention is required to increase public knowledge about seeking medical eye care among people with moderate-to-severe visual impairment,especially for the elderly and poorly education.Regular vision checks may be useful to promote their medical eye-care utilization.展开更多
基金Fundamental Research Grant Scheme(FRGS)2020(FRGS/1/2020/ICT06/MMU/02/1),Ministry of Higher Education Malaysia.
文摘Visually impaired persons have difficulty in business that dealing with banknote.This paper proposed a Malaysian banknotes detection system using image processing technology and fuzzy logic algorithm for the visually impaired.The Malaysian banknote reader will first capture the inserted banknote image,sending it to the cloud server for image processing via Wi-Fi medium.The cloud server is established to receive the banknote image sending from the banknote reader,processing them using perceptual hashing based image searching and fuzzy logic algorithm,then return the detected banknote’s value results back to the banknote reader.The banknote reader will display the results in terms of voice message played on the mini speaker attached on it,to allow visually impaired persons knowing the banknote’s value.This hardware mechanism reduces the size and costs for the banknote reader carried by the visually impaired persons.Experimental results showed that this Malaysian banknotes detection system reached an accuracy beyond 95%by running test on 600 different worn,torn and new Malaysian banknotes.After the banknote image being taken by the banknote reader’s camera,the system able to detect the banknote value in about 480 mili-seconds to 560 mili-seconds for a single sided banknote recognition.The banknotes detection speed was also comparable with human observers reading banknotes,with the response of 1.0908 second per banknote slight difference reading time.The IoT and image processing concepts were successfully blended and it provides an alternative to aid the visually impaired person their daily business transaction activities in a better way.
基金Supported by the Science and Technology Benefiting Program of Zhejiang Province(No.2014H01007)the Zhejiang Medical Science and Technology Program(No.2018KY543)。
文摘AIM:To evaluate the knowledge,attitudes,and practices regarding eye-care seeking practices of visually impaired adults in a rural area Yueqing,and explore factors influencing their behavior.METHODS:A stratified sampling method was used to select 48 villages in Yueqing,from which 2400 people were selected to receive vision screenings conducted by oculists during a household visit.Those presenting visual acuity≥0.5 log MAR in either eye completed a self-designed questionnaire investigating their knowledge about medical eye-care seeking,attitudes about eye health and eye-careseeking behavior.RESULTS:Totally 165 people with moderate-to-severe visual impairment were identified(6.9%,165/2400),and 146 eligible participants were recruited(response rate:88.4%,mean age:68.6±15.0 y),among which 88(60.3%)were female.They had 82(56.2%)and 64(43.8%)monocular and binocular visual impairments respectively.A total of 67(45.9%)subjects demonstrated a high knowledge level about medical eye-care seeking and 88(60.3%)had self-rated poor vision,with 23(15%)receiving regular vision checks.The 105(71.9%)subjects had never been to hospital for an eye examination."No need"and"schedule conflicts"were the main reasons for not seeking eye care.Having extensive knowledge of medical eye-care seeking was positively associated with high education levels(OR=3.73,P=0.045)and negatively correlated with older age(OR=0.97,P=0.043).Both the self-perceived vision condition(OR=2.59,P=0.03)and regular vision check behavior(OR=6.50,P<0.01)were related with seeking eye care services.CONCLUSION:In rural Yueqing,intervention is required to increase public knowledge about seeking medical eye care among people with moderate-to-severe visual impairment,especially for the elderly and poorly education.Regular vision checks may be useful to promote their medical eye-care utilization.
