Object Detection & Recognition

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Bibliography:

  1. Rapid Object Detection using a Boosted Cascade of Simple Features, Viola P., and Jones M. (2001)
  2. Diagnosing Error in Object Detectors, Hoiem et al. (2012)
  3. Rich features hierarchies for accurate object detection and semantic segmentation, Girshick et al. (2014)
  4. ImageNet Large Scale Visual Recognition Challenge, Russakovsky et al. (2015)
  5. Fast R-CNN, Girshick R. (2015)
  6. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks, Ren et al. (2015)
  7. Deep Residual Learning for Image Recognition, He et al. (2015)
  8. SSD: Single Shot Multibox Detector, Liu et al. (2016)
  9. You Only Look Once: Unified, Real-Time Object Detection, Redmon et al. (2016)
  10. Selective Search for Object Recognition, Uijlings et al. (2017)
  11. MobileNetV2: Inverted Residuals and Linear Bottlenecks, Sandler et al. (2018)
  12. Object Detection With Deep Learning: A Review, Zhao et al. (2019)