Advanced Image and Video Retrieval Techniques

Most cited papers

1. Deep Residual Learning for Image Recognition2016 · 229,413 citations
2. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 56,050 citations
3. You Only Look Once: Unified, Real-Time Object Detection2016 · 51,627 citations
4. Going deeper with convolutions2015 · 47,432 citations
5. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 33,067 citations
6. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation2014 · 32,278 citations
7. Feature Pyramid Networks for Object Detection2017 · 30,041 citations
8. Mask R-CNN2017 · 29,845 citations
9. Fast R-CNN2015 · 28,653 citations
10. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsIEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22,729 citations
11. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 20,038 citations
12. YOLO9000: Better, Faster, Stronger2017 · 19,350 citations
13. Pyramid Scene Parsing Network2017 · 15,919 citations
14. The Cityscapes Dataset for Semantic Urban Scene Understanding2016 · 12,311 citations
15. YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors2023 · 11,832 citations
16. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 11,618 citations
17. Caffe2014 · 11,223 citations
18. Learning Deep Features for Discriminative Localization2016 · 11,058 citations
19. Object Detection with Discriminatively Trained Part-Based ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10,131 citations
20. Recognition-by-components: A theory of human image understanding.Psychological Review · 1987 · 5,593 citations