کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1134135 956056 2013 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An automated picking workstation for healthcare applications
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
An automated picking workstation for healthcare applications
چکیده انگلیسی

The costs associated with the management of healthcare systems have been subject to continuous scrutiny for some time now, with a view to reducing them without affecting the quality as perceived by final users. A number of different solutions have arisen based on centralisation of healthcare services and investments in Information Technology (IT). One such example is centralised management of pharmaceuticals among a group of hospitals which is then incorporated into the different steps of the automation supply chain. This paper focuses on a new picking workstation available for insertion in automated pharmaceutical distribution centres and which is capable of replacing manual workstations and bringing about improvements in working time. The workstation described uses a sophisticated computer vision algorithm to allow picking of very diverse and complex objects randomly available on a belt or in bins. The algorithm exploits state-of-the-art feature descriptors for an approach that is robust against occlusions and distracting objects, and invariant to scale, rotation or illumination changes. Finally, the performance of the designed picking workstation is tested in a large experimentation focused on the management of pharmaceutical items.


► An innovative automated picking workstation for healthcare distribution centres.
► Different object types, appearance, distractors, occlusions, high working speed.
► Robust to scale and translation variations, rotations, illumination changes.
► Multiple instances, randomly disposed, low-textured, reflective or semi-transparent objects.
► Low picking errors and high picking cycles per minute.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 64, Issue 2, February 2013, Pages 653–668
نویسندگان
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