Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing

22 December 2023

Lennart Svensson

Papers citing "Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing"

32 / 32 papers shown

Title
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 425 6,921 0 13 Apr 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Zhuowen Tu Stefano Soatto VOT 94 157 0 31 Mar 2022
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Hao Zhang Feng Li Shilong Liu Lei Zhang Hang Su Jun Zhu L. Ni H. Shum ViT 193 1,466 0 07 Mar 2022
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising Feng Li Hao Zhang Shi-guang Liu Jian Guo L. Ni Lei Zhang ViT 152 685 0 02 Mar 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang Xiaohu Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 299 763 0 28 Jan 2022
CoAtNet: Marrying Convolution and Attention for All Data Sizes Zihang Dai Hanxiao Liu Quoc V. Le Mingxing Tan ViT 146 1,213 0 09 Jun 2021
MOTR: End-to-End Multiple-Object Tracking with Transformer Fangao Zeng Bin Dong Cheng Chen Tiancai Wang Xinming Zhang Yichen Wei VOT 77 519 0 07 May 2021
Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning Juliano Pinto Georg Hess William Ljungbergh Yuxuan Xia Lennart Svensson H. Wymeersch 138 17 0 01 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 97 17 0 01 Apr 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 284 775 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 320 587 0 31 Dec 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 71 267 0 15 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 262 5,107 0 08 Oct 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 86 218 0 12 Jun 2020
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 51 237 0 10 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 460 13,153 0 26 May 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 142 1,350 0 04 Apr 2020
Trajectory Poisson multi-Bernoulli filters Ángel F. García-Fernández Lennart Svensson Jason L. Williams Yuxuan Xia Karl Granstrom 67 71 0 28 Mar 2020
Learning a Neural Solver for Multiple Object Tracking Guillem Brasó Laura Leal-Taixé VOT 87 401 0 16 Dec 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 93 575 0 18 Jul 2019
Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association Young-Chul Yoon D. Kim Young-min Song Kwangjin Yoon M. Jeon VOT 158 69 0 01 Jul 2019
Learning Deep Transformer Models for Machine Translation Qiang Wang Bei Li Tong Xiao Jingbo Zhu Changliang Li Derek F. Wong Lidia S. Chao 82 672 0 05 Jun 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 123 913 0 13 Mar 2019
Trajectory PHD and CPHD filters Á. F. García-Fernández Lennart Svensson 92 67 0 21 Nov 2018
Deep Affinity Network for Multiple Object Tracking Shijie Sun Naveed Akhtar Huansheng Song Ajmal Mian M. Shah VOT 55 331 0 28 Oct 2018
Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking Hui Zhou Wanli Ouyang Jian Cheng Xiaogang Wang Hongsheng Li VOT 70 78 0 04 Jun 2018
A Multi-Scan Labeled Random Finite Set Model for Multi-object State Estimation B. Vo B. Vo 57 89 0 25 May 2018
No Blind Spots: Full-Surround Multi-Object Tracking for Autonomous Vehicles using Cameras & LiDARs Akshay Rangesh Mohan M. Trivedi 88 132 0 23 Feb 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 437 10,548 0 21 Jul 2016
A metric on the space of finite sets of trajectories for evaluation of multi-target tracking algorithms Á. F. García-Fernández Abu Sajana Rahmathullah Lennart Svensson 96 79 0 04 May 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 94 516 0 13 Apr 2016
Generalized optimal sub-pattern assignment metric Abu Sajana Rahmathullah Á. F. García-Fernández Lennart Svensson 101 282 0 21 Jan 2016