Advanced Research and Applications of Deep Learning and Neural Network in Image Recognition

© 2022 by the authors; CC BY-NC-ND license

multi-scale residual group attention; U-Net; smoke segmentation; global information; residential area extraction; mapping requirement; contour regularization; end-to-end deep model; Tian-Hui 1 satellite images; quadrupeds; pose estimation; HRNet network; gait parameters; cyclic federated learning; non-IID; distribution information sharing; knowledge distillation; chamfer distance; convolutional neural network; face verification; Siamese network; head pose estimation; convolutional neural network; Siamese network; convolutional neural network; architecture improvement; dynamic channel pruning; memory access improvement; Generalized Zero-Shot Learning; discriminative; semantic-relevant; image classification; partially-shared multi-task learning; transferable representation; deep learning; 3D object detection; lidar point cloud; transformer; deep learning; MobileNetV3; morphological algorithm; railway extraction; aerial imagery; polarization direction measurement; CNN; global average pooling; algorithm; deep learning; image stitching; image unmixing; in-screen fingerprint recognition; OLED; n/a