David Sanders and Alexander Gegov. AI tools for use in assembly automation and some examples of recent applications. Assembly Automation, 2013.
Jose Luis Outón, Iván Villaverde, Héctor Herrero, Urko Esnaola, and Basilio Sierra. Innovative mobile manipulator solution for modern flexible manufacturing processes. Sensors, 19(24):5414, 2019.
Peter Burggräf, Johannes Wagner, Matthias Dannapfel, Sarah Fluchs, Katharina Müller, and Benjamin Koke. Automation decisions in flow-line assembly systems based on a cost-benefit analysis. Procedia CIRP, 81:529–534, 2019.
Rajendra Akerkar. Artificial Intelligence for Business. SpringerBriefs in Business. Springer International Publishing, Cham, 2019.
Yong Zhang, Brandon K Chen, Xinyu Liu, and Yu Sun. Autonomous robotic pick-and-place of microobjects. IEEE transactions on robotics, 26(1):200–207, 2009.
James M Ritchie, Richard G Dewar, and John E L Simmons. The generation and practical use of plans for manual assembly using immersive virtual reality. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 213(5):461–474, 1999.
Ming-Yu Liu, Oncel Tuzel, Ashok Veeraraghavan, Yuichi Taguchi, Tim K Marks, and Rama Chellappa. Fast object localization and pose estimation in heavy clutter for robotic bin picking. The International Journal of Robotics Research, 31(8):951–973, 2012.
Chien-Ming Lin, Chi-Yi Tsai, Yu-Cheng Lai, Shin-An Li, and Ching-Chang Wong. Visual object recognition and pose estimation based on a deep semantic segmentation network. IEEE sensors journal, 18(22):9370–9381, 2018.
Licheng Jiao, Fan Zhang, Fang Liu, Shuyuan Yang, Lingling Li, Zhixi Feng, and Rong Qu. A Survey of Deep Learning-Based Object Detection. IEEE Access, 7:128837–128868, 2019.
Alexej Simeth, Jessica Plaßmann, and Peter Plapper. Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network. In A. Dolgui, A. Bernard, D. Lemoine, G. von Cieminski, and D. Romero, editors, Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. IFIP International Federation for Information Processing. APMS 2021, IFIP AICT 632., chapter IFIP AICT, pages 86–93. Springer International Publishing, Cham, 2021.
Tuan-Tang Le and Chyi-Yeu Lin. Bin-picking for planar objects based on a deep learning network: a case study of USB packs. Sensors, 19(16):3602, 2019.
Zhong-Qiu Zhao, Peng Zheng, Shou-tao Xu, and Xindong Wu. Object detection with deep learning: A review. IEEE transactions on neural networks and learning systems, 30(11):3212–3232, 2019.
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C. Berg. SSD: Single Shot MultiBox Detector. pages 21–37. 2016.
Jingru Yi, Pengxiang Wu, and Dimitris N Metaxas. ASSD: Attentive single shot multibox detector. Computer Vision and Image Understanding, 189:102827, 2019.
Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi. You only look once: Unified, real-time object detection. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2016-Decem:779–788, 2016.
Joseph Redmon and Ali Farhadi. YOLO9000: better, faster, stronger. In Proceedings of the IEEE conference on computer vision and pattern recognition, pages 7263–7271, 2017.
Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, and Jian Sun. YOLOX: Exceeding YOLO Series in 2021. jul 2021.
R Müller, M Vette-Steinkamp, and A Kanso. Position and orientation calibration of a 2D laser line sensor using closed-form least-squares solution. IFAC-PapersOnLine, 52(13):689–694, 2019.
Shashidhar Ram Joshi and Roshan Koju. Study and comparison of edge detection algorithms. In 2012 Third Asian Himalayas International Conference on Internet, pages 1–5. IEEE, nov 2012.
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei. Imagenet: A large-scale hierarchical image database. In 2009 IEEE conference on computer vision and pattern recognition, pages 248–255. Ieee, 2009.
Tom Fawcett. An introduction to ROC analysis. Pattern Recognition Letters, 27(8):861–874, jun 2006.