Exploring the State-of-the-Art in Multi-Object Tracking: A Comprehensive Survey, Evaluation, Challenges, and Future Directions

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

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Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollár et al. · 2017 · 28.8K citations

Computing, Computer Science, Computer Vision +10

Are we ready for autonomous driving? The KITTI vision benchmark suite

Andreas Geiger, P Lenz, R. Urtasun · 2012 · 14.4K citations

Computing, Autonomous Systems, Computer Science +12

YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao · 2023 · 11K citations

Computing, Computer Engineering, Computer Science +11

Object Detection with Discriminatively Trained Part-Based Models

Pedro F. Felzenszwalb, Ross Girshick, David McAllester et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10.1K citations

Computing, Computer Engineering, Computer Science +12