MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

21 August 2021

Gianluca Maugeri

Riccardo Gasparini

Simone Calderara

Laura Leal-Taixe

Papers citing "MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?"

16 / 66 papers shown

Title
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 103 2,002 0 07 Aug 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 56 1,069 0 20 May 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 46 426 0 26 Apr 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 39 814 0 13 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 669 11,540 0 06 Apr 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 124 1,788 0 02 Mar 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 75 3,063 0 02 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 52 2,625 0 07 Dec 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data Ankur Handa Viorica Patraucean Vijay Badrinarayanan Simon Stent R. Cipolla 3DPC 3DV 55 231 0 22 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking Longyin Wen Dawei Du Zhaowei Cai Zhen Lei Ming-Ching Chang H. Qi Jongwoo Lim Ming-Hsuan Yang Siwei Lyu VOT 62 569 0 13 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 561 36,643 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 410 61,900 0 04 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 249 4,159 0 26 Apr 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 255 43,290 0 01 May 2014