Deep learning driven blockwise moving object detection with binary scene modeling

Adaptive background mixture models for real-time tracking

Chris Stauffer, W. Eric L. Grimson · 2003 · 6.9K citations

Real-time Tracking, Motion Detection, Machine Vision +13

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Convolutional Neural Network, Engineering, Machine Learning +18

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

Antonio Torralba, Rob Fergus, William T. Freeman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008 · 2K citations

Wordnet Lexical Database, Scene Analysis, Engineering +21

A Bayesian computer vision system for modeling human interactions

Nuria Oliver, Barbara Rosario, Alex Pentland · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 1.6K citations

Visual Surveillance Task, Machine Learning, Engineering +20

Background and foreground modeling using nonparametric kernel density estimation for visual surveillance

Ahmed Elgammal, Ramani Duraiswami, David Harwood et al. · Proceedings of the IEEE · 2002 · 1.5K citations

Scene Analysis, Engineering, Machine Learning +19