DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Backpropagation applied to handwritten zip code recognition

LeCun, Y., Boser, B., Denker, J.S., Henderson, D., Howard, R.E., Hubbard, W., Jackel., L.D.: · 1989

Earlier work this paper cites.

Original approach for the localisation of objects in images

Vaillant, R., Monrocq, C., LeCun, Y.: · 1994

Earlier work this paper cites.

Histograms of oriented gradients for human detection

Dalal, N., Triggs, B.: · 2005

Earlier work this paper cites.

ImageNet: A Large-Scale Hierarchical Image Database

Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: · 2009

Earlier work this paper cites.

Object Detection with Discriminatively Trained Part Based Models

Felzenszwalb, P., Girshick, R., McAllester, D., Ramanan, D.: · 2010

Earlier work this paper cites.

The Pascal Visual Object Classes (VOC) Challenge

Everingham, M., Gool, L.J.V., Williams, C.K.I., Winn, J.M., Zisserman, A.: · 2010

Earlier work this paper cites.

Describing People: Poselet-Based Approach to Attribute Classification

Bourdev, L., Maji, S., Malik, J.: · 2011

Cited alongside, same era.

Torch7: A Matlab-like Environment for Machine Learning

Collobert, R., Kavukcuoglu, K., Farabet, C.: · 2011

Cited alongside, same era.

ImageNet Classification with Deep Convolutional Neural Networks

Krizhevsky, A., Sutskever, I., Hinton, G.E.: · 2012

Cited alongside, same era.

Scene parsing with multiscale feature learning, purity trees, and optimal covers

Farabet, C., Couprie, C., Najman, L., LeCun, Y.: · 2012

Cited alongside, same era.

Exact Acceleration of Linear Object Detectors

Dubout, C., Fleuret, F.: · 2012

Cited alongside, same era.

DeCAF: a deep convolutional activation feature for generic visual recognition

Donahue, J., Jia, Y., Vinyals, O., Hoffman, J., Zhang, N., Tzeng, E., Darrell, T.: · 2013

Deep neural networks for object detection

Christian Szegedy, Alexander Toshev, D.E.: · 2013

Later among the works it cites.

Overfeat: Integrated recognition, localization and detection using convolutional networks

Sermanet, P., Eigen, D., Zhang, X., Mathieu, M., Fergus, R., LeCun, Y.: · 2013

Later among the works it cites.

Rich feature hierarchies for accurate object detection and semantic segmentation

Girshick, R.B., Donahue, J., Darrell, T., Malik, J.: · 2013

Later among the works it cites.

Selective search for object recognition

Uijlings, J.R.R., van de Sande, K.E.A., Gevers, T., Smeulders, A.W.M.: · 2013

Later among the works it cites.

Fast image scanning with deep max-pooling convolutional neural networks

Giusti, A., Ciresan, D.C., Masci, J., Gambardella, L.M., Schmidhuber, J.: · 2013

Later among the works it cites.

Human body part estimation from depth images via spatially-constrained deep learning