36 citations · 44 across the 4 of their papers we have counts for
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Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing
Aliaksei Petsiuk, Harnoor Singh, Himanshu Dadhwal +1
The application of computer vision and machine learning methods in the field of additive manufacturing (AM) for semantic segmentation of the structural elements of 3-D printed prod…
Towards Smart Monitored AM: Open Source in-Situ Layer-wise 3D Printing Image Anomaly Detection Using Histograms of Oriented Gradients and a Physics-Based Rendering Engine
Aliaksei Petsiuk, Joshua M. Pearce
This study presents an open source method for detecting 3D printing anomalies by comparing images of printed layers from a stationary monocular camera with G-code-based reference i…
Open source disease analysis system of cactus by artificial intelligence and image processing
Kanlayanee Kaweesinsakul, Siranee Nuchitprasitchai, Joshua M. Pearce
There is a growing interest in cactus cultivation because of numerous cacti uses from houseplants to food and medicinal applications. Various diseases impact the growth of cacti. T…
Open Source 3-D Filament Diameter Sensor for Recycling, Winding and Additive Manufacturing Machines
Aliaksei L. Petsiuk, Joshua M. Pearce
To overcome the challenge of upcycling plastic waste into 3-D printing filament in the distributed recycling and additive manufacturing systems, this study designs, builds, tests a…