Learning by tracking: Siamese CNN for robust target association

Learning by tracking: Siamese CNN for robust target association

26 April 2016

Laura Leal-Taixé

Cristian Canton Ferrer

Konrad Schindler

Papers citing "Learning by tracking: Siamese CNN for robust target association"

12 / 12 papers shown

Title
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 49 365 0 11 Jun 2020
Learning to Divide and Conquer for Online Multi-Target Tracking Francesco Solera Simone Calderara Rita Cucchiara VOT 31 63 0 14 Sep 2015
DeepStereo: Learning to Predict New Views from the World's Imagery John Flynn Ivan Neulander James Philbin Noah Snavely 3DV 83 649 0 22 Jun 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 243 4,159 0 26 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 61 1,434 0 14 Apr 2015
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor Wongun Choi VOT 47 411 0 09 Apr 2015
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 48 813 0 08 Apr 2015
Rotation-invariant convolutional neural networks for galaxy morphology prediction Sander Dieleman K. Willett J. Dambre 50 652 0 24 Mar 2015
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking Hanxi Li Yi Li Fatih Porikli OOD 54 268 0 28 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 151 18,534 0 06 Feb 2015
Transferring Rich Feature Hierarchies for Robust Visual Tracking Naiyan Wang Siyi Li Abhinav Gupta Dit-Yan Yeung 36 310 0 19 Jan 2015
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 54 767 0 15 Sep 2014