【原】综述文章2021-计算机视觉十大领域最新综述分类盘点

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一、简介

综述文章：快速了解领域发展、技术前沿的总结性文章，继往开来，乘风破浪！综述文章可以帮助我们快速获取计算机视觉某一领域的全部知识，是整体把握特定技术方向最好的资料。

在浩如烟海的计算机视觉各类文章中，综述文章具有特殊的意义，它能清晰的将一个特定领域的重要论文、潜在研究方向、相关工作和数据集等信息串联起来，对于我们的学术研究具有重要意义。

2021年，计算机视觉最新综述分类盘点，包括图像分类、目标检测、GAN...

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二、综述文章

1. 图像分类

• One-Class Classification: A Survey

• Deep Learning for Scene Classification: A Survey
  

• Online Continual Learning in Image Classification: An Empirical Survey

2. 目标检测

• Occlusion Handling in Generic Object Detection: A Review[2021-01-25]
• A Survey of Deep Learning Techniques for Weed Detection from Images[2021-03-03]
  

3. 深度学习

• Hyperbolic Deep Neural Networks: A Survey
  

• Aesthetics, Personalization and Recommendation: A survey on Deep Learning in Fashion

4. 图像分割

• Deep Learning based 3D Segmentation: A Survey

5. GAN

• GAN Inversion: A Survey
  

• Adversarial Text-to-Image Synthesis: A Review
  

6. 智能驾驶

• Explainability of vision-based autonomous driving systems: Review and challenges
  

• Vision-based Vehicle Speed Estimation for ITS: A Survey

7. 人脸技术

• Deep Learning-based Face Super-resolution: A Survey

• Fast Facial Landmark Detection and Applications: A Survey
  

• About Face: A Survey of Facial Recognition Evaluation
  

• Countering Malicious DeepFakes: Survey, Battleground, and Horizon
  

8. 图像处理

• A Survey of Hand Crafted and Deep Learning Methods for Image Aesthetic Assessment

9. 图像检索

• Deep Image Retrieval: A Survey

10. 图像超分辨率

• A Comprehensive Review of Deep Learning-based Single Image Super-resolution
  

• Real-World Single Image Super-Resolution: A Brief Review

下期继续盘点其它CV领域，敬请期待~