Zobrazeno 1 - 10
of 1 272
pro vyhledávání: '"Shi, Jianjun"'
Code generation stands as a powerful technique in modern software development, improving development efficiency, reducing errors, and fostering standardization and consistency. Recently, ChatGPT has exhibited immense potential in automatic code gener
Externí odkaz:
http://arxiv.org/abs/2312.13115
Autor:
Bai, Haoping, Mou, Shancong, Likhomanenko, Tatiana, Cinbis, Ramazan Gokberk, Tuzel, Oncel, Huang, Ping, Shan, Jiulong, Shi, Jianjun, Cao, Meng
Despite progress in vision-based inspection algorithms, real-world industrial challenges -- specifically in data availability, quality, and complex production requirements -- often remain under-addressed. We introduce the VISION Datasets, a diverse c
Externí odkaz:
http://arxiv.org/abs/2306.07890
Generative adversarial networks (GANs), trained on a large-scale image dataset, can be a good approximator of the natural image manifold. GAN-inversion, using a pre-trained generator as a deep generative prior, is a promising tool for image restorati
Externí odkaz:
http://arxiv.org/abs/2302.12464
This paper proposes a general fixture layout design framework that directly integrates the system equation with the convex relaxation method. Note that the optimal fixture design problem is a large-scale combinatorial optimization problem, we relax i
Externí odkaz:
http://arxiv.org/abs/2206.02877
Unsupervised pixel-level defective region segmentation is an important task in image-based anomaly detection for various industrial applications. The state-of-the-art methods have their own advantages and limitations: matrix-decomposition-based metho
Externí odkaz:
http://arxiv.org/abs/2203.14457
Display front-of-screen (FOS) quality inspection is essential for the mass production of displays in the manufacturing process. However, the severe imbalanced data, especially the limited number of defect samples, has been a long-standing problem tha
Externí odkaz:
http://arxiv.org/abs/2203.03429
Unstructured point clouds with varying sizes are increasingly acquired in a variety of environments through laser triangulation or Light Detection and Ranging (LiDAR). Predicting a scalar response based on unstructured point clouds is a common proble
Externí odkaz:
http://arxiv.org/abs/2202.13788
Autor:
Mou, Shancong, Shi, Jianjun
Image-based anomaly detection systems are of vital importance in various manufacturing applications. The resolution and acquisition rate of such systems is increasing significantly in recent years under the fast development of image sensing technolog
Externí odkaz:
http://arxiv.org/abs/2201.07404
Publikováno v:
In Food Chemistry 30 August 2024 450