4 papers
DTSGAN: Learning Dynamic Textures via Spatiotemporal Generative Adversarial Network
Xiangtian Li, Xiaobo Wang, Zhen Qi +3
Dynamic texture synthesis aims to generate sequences that are visually similar to a reference video texture and exhibit specific stationary properties in time. In this paper, we in…
Detecting and Classifying Defective Products in Images Using YOLO
Zhen Qi, Liwei Ding, Xiangtian Li +3
With the continuous advancement of industrial automation, product quality inspection has become increasingly important in the manufacturing process. Traditional inspection methods,…
Real-time Video Target Tracking Algorithm Utilizing Convolutional Neural Networks (CNN)
Chaoyi Tan, Xiangtian Li, Xiaobo Wang +2
Thispaperaimstoresearchandimplementa real-timevideotargettrackingalgorithmbasedon ConvolutionalNeuralNetworks(CNN),enhancingthe accuracyandrobustnessoftargettrackingincomplex scena…
Artistic Neural Style Transfer Algorithms with Activation Smoothing
Xiangtian Li, Han Cao, Zhaoyang Zhang +3
The works of Gatys et al. demonstrated the capability of Convolutional Neural Networks (CNNs) in creating artistic style images. This process of transferring content images in diff…