求推荐机器视觉和人工智能方面的SCI论文

当涉及到机器视觉和人工智能领域的SCI论文推荐时，以下是一些经典和当前研究热点的主题和相关论文，供您参考：

1. 目标检测与识别

• 论文推荐：
  • "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks" (Ren et al., 2015)
  • "YOLOv4: Optimal Speed and Accuracy of Object Detection" (Bochkovskiy et al., 2020)
  • "Mask R-CNN" (He et al., 2017)

2. 图像语义分割

• 论文推荐：
  • "U-Net: Convolutional Networks for Biomedical Image Segmentation" (Ronneberger et al., 2015)
  • "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs" (Chen et al., 2018)
  • "PSPNet: Pyramid Scene Parsing Network" (Zhao et al., 2017)

3. 图像生成与修复

• 论文推荐：
  • "Generative Adversarial Networks" (Goodfellow et al., 2014)
  • "Progressive Growing of GANs for Improved Quality, Stability, and Variation" (Karras et al., 2018)
  • "Inpainting of Image Regions with Partial Convolutions" (Liu et al., 2018)

4. 人脸识别与表情分析

• 论文推荐：
  • "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" (Taigman et al., 2014)
  • "Facial Expression Recognition Using Convolutional Neural Networks: State of the Art" (Mollahosseini et al., 2016)
  • "Deep Residual Learning for Image Recognition" (He et al., 2016) - 在不同领域中具有开创性