ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton

Communications of the ACM

Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification +17

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

Shaoqing Ren, Kaiming He, Ross Girshick, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Histograms of Oriented Gradients for Human Detection

Navneet Dalal, Bill Triggs

EngineeringFeature DetectionMachine LearningBiometricsOriented Gradients +14

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander, +1

Rapid object detection using a boosted cascade of simple features

Paul Viola, Michael Jones

EngineeringMachine LearningFeature DetectionMachine Learning ApproachBiometrics +15

Robust Real-Time Face Detection

Paul Viola, Michael Jones

International Journal of Computer Vision

Face DetectionFacial Recognition SystemMachine VisionImage AnalysisEngineering +5

A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking

M.S. Arulampalam, Simon Maskell, Neil Gordon, +1

IEEE Transactions on Signal Processing

State EstimationParticle FiltersSequential Importance SamplingNonlinear FilteringEngineering +13

OPTICS

Mihael Ankerst, Markus Breunig, Hans‐Peter Kriegel, +1

ACM SIGMOD Record

Cluster ComputingIntrinsic Clustering StructureDatabase MiningEngineeringDocument Clustering +11

HMDB: A large video database for human motion recognition

Hilde Kuehne, Hueihan Jhuang, Estíbaliz Garrote, +2

EngineeringMachine LearningVideo RetrievalVideo InterpretationImage Analysis +17

Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics

Keni Bernardin, Rainer Stiefelhagen

EURASIP Journal on Image and Video Processing