Reinforcement learning for collaborative robots pick-and-place applications: A case study

NM Gomes, FN Martins, J Lima, H Wörtche - Automation, 2022 - mdpi.com
The number of applications in which industrial robots share their working environment with
people is increasing. Robots appropriate for such applications are equipped with safety …

EU‐Net: A novel semantic segmentation architecture for surface defect detection of mobile phone screens

J Pan, D Zeng, Q Tan, Z Wu, Z Ren - IET Image Processing, 2022 - Wiley Online Library
Manual or conventional image processing algorithms are commonly used to detect surface
problems on mobile phone screens. However, inefficiency and inflexibility are …

Deep Reinforcement learning applied to a robotic pick-and-place application

NM Gomes, FN Martins, J Lima, H Wörtche - International Conference on …, 2021 - Springer
Industrial robot manipulators are widely used for repetitive applications that require high
precision, like pick-and-place. In many cases, the movements of industrial robot …

MDGlass: Microscopic Defect Dataset for Glass with Polarized and Orthogonal Images

S Li, Q Li, XH Jiang, M Jiu, L Chen, Y Lu, Y Chen… - 2024 - researchsquare.com
The glass defect dataset serves as the foundation for analyzing defects and applying
artificial intelligence algorithms to classify them. The current glass defect datasets are very …

Statistical Oversampling Classification Based Glass Type Identification Through Oxide Content

MS Devi, R Aruna, SV Kumar, GV Chowdary… - … Conference on Electrical …, 2022 - Springer
Glass is available in a wide range of shapes and chemical characteristics. It is frequently
found in house windows or doors, kitchen utensils, and automobiles or vehicles. Glass …

Layer Resolved Defect Detection in Transparent Plate

X Zheng, X Lin, Y Gao, P Zheng… - 2022 IEEE 16th …, 2022 - ieeexplore.ieee.org
The loss of altitude position information of defects might result in serious over detections in
the transparent plate inspection, and reduce the efficiency of the Automatic Optical …

Deep Reinforcement Learning Applied to a Robotic Pick-and-Place Application

H Wörtche - … Conference, OL2A 2021, Bragança, Portugal, July …, 2021 - books.google.com
Industrial robot manipulators are widely used for repetitive applications that require high
precision, like pick-and-place. In many cases, the movements of industrial robot …