Denoising Supervision Based Generative Adversarial Networks for MRI Super-Resolution Reconstruction -- 3D Pot-Shaped Object Localization Based on RGB-Image and Point Clouds -- Edge Matching of Image with Large Viewpoint Variation Based on Relative Motion Direction of Edge Corners -- Research on Image Recognition in Complex Background Based on Improved Bilinear CNN Model -- High Precision Odometer and Mapping Algorithm Based on Multi Lidar Fusion -- Classification Model for Easily Confused Breast Ultrasound Image Based on Shape and Texture Features -- Automated Identification for High Voltage Isolation Switch via Generative Adversarial Network -- Fundus Image Registration Based on Improved Feature Description -- Split dynamic target counting framework based on Yolov5+Deepsort optimization -- Clustering of Cervical Histopathology Images based on Minimum Spanning Tree.