Computer-Vision based Pharmaceutical Pill Recognition on Mobile Phones
نویسندگان
چکیده
In this work we present a mobile computer vision system which simplifies the task of identifying pharmaceutical pills. A single input image of pills on a special markerbased target is processed by an efficient method for object segmentation on structured background. Estimators for the object properties size, shape and color deliver parameters that can be used for querying an online database about an unknown pill. A prototype application is constructed using the Studierstube ES framework, which allows to perform pill recognition on off-the-shelf mobile phones. System runtime and retrieval performance with the estimated features is subsequently evaluated on a realistic test set. The retrieval performance on the exemplarily used Identa database confirms that the system can facilitate the task of mobile pill recognition in a realistic scenario.
منابع مشابه
Instant Medical Pill Recognition on Mobile Phones
Smartphones have attracted a lot of interest recently as they are becoming more and more computationally powerful platforms for all kinds of tasks in mobile environments. Due to the availability of high quality mobile phone cameras, the use of these platforms even for critical applications leveraging Computer Vision techniques is justified. In this paper we present an application of Computer Vi...
متن کاملComputer assisted instruction during quarantine and computer vision syndrome
Computer vision syndrome (CVS) is a set of visual, ocular, and musculoskeletal symptoms that result from long-term computer use. These symptoms include eyestrain, dry eyes, burning, pain, redness, blurred vision, etc, which increase with the duration of computer use. Currently, with the closure of schools and universities due to the continued COVID19 pandemic many universities have taken the pr...
متن کاملEvaluation of microbial contamination of mobile phones and computer mice and keyboards in a dental school
Introduction: Mobile phones and computers are a reservoir of growth and transmission of microorganisms. This study aimed to evaluate the microbial contamination of computers and mobile phones used by students of an academic dental school, compared to the students of a non-medical school. Methods: Sampling was performed on 44 computers and 45 mobile phones in a dental school (test) and a non-med...
متن کاملHuman Computer Interaction Using Vision-Based Hand Gesture Recognition
With the rapid emergence of 3D applications and virtual environments in computer systems; the need for a new type of interaction device arises. This is because the traditional devices such as mouse, keyboard, and joystick become inefficient and cumbersome within these virtual environments. In other words, evolution of user interfaces shapes the change in the Human-Computer Interaction (HCI). In...
متن کاملA Comparative Analysis of Different Edge Based Algorithms for Mobile/Camera Captured Images
CBDA is an emerging field in Computer Vision and Pattern Recognition .In recent technology camera are attached to several equipments and are very interesting and playing a vital role by replacing scanner with hand held imaging devices like Digital Cameras, Mobile phones and gaming devices attached with the camera. Availability of High Resolution Camera has lead to new dimension in digital image...
متن کامل