Multi-class geospatial object detection and geographic image classification based on collection of part detectors

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 54.6K citations

Machine Vision, Image Analysis, Feature Detection +7

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs · 2005 · 31.6K citations · Full text

Engineering, Feature Detection, Machine Learning +16

The Pascal Visual Object Classes (VOC) Challenge

Mark Everingham, Luc Van Gool, Christopher K. I. Williams et al. · International Journal of Computer Vision · 2009 · 19K citations · Full text

Image Analysis, Machine Vision, Engineering +7

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 · 10K citations

Multiple Instance Learning, Object Detection System, Machine Learning +17

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 7.9K citations · Full text