Deep Learning in Video Multi-Object Tracking: A Survey

Deep Learning in Video Multi-Object Tracking: A Survey

18 July 2019

Gioele Ciaparrone

Francisco Luque Sánchez

Francisco Herrera

Papers citing "Deep Learning in Video Multi-Object Tracking: A Survey"

19 / 19 papers shown

Title
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 50 0 0 23 Jan 2025
Engineering an Efficient Object Tracker for Non-Linear Motion Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 21 1 0 30 Jun 2024
MAML MOT: Multiple Object Tracking based on Meta-Learning Jiayi Chen Chunhua Deng VOT 27 0 0 12 May 2024
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE Haonan Yu Wei Xu ViT 25 1 0 20 Jan 2024
Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI Kai Huang Wei Gao 13 35 0 21 Dec 2023
Neural Texture Puppeteer: A Framework for Neural Geometry and Texture Rendering of Articulated Shapes, Enabling Re-Identification at Interactive Speed Urs Waldmann O. Johannsen Bastian Goldluecke 3DH 19 1 0 28 Nov 2023
Semantic Programming for Device-Edge-Cloud Continuum Anh Le-Tuan David Bowden Danh Le-Phuoc 16 0 0 21 Aug 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 24 0 0 17 May 2023
Semi-Automated Computer Vision based Tracking of Multiple Industrial Entities -- A Framework and Dataset Creation Approach Jérôme Rutinowski Hazem Youssef Sven Franke Irfan Fachrudin Priyanta Frederik Polachowski Moritz Roidl Christopher Reining 9 6 0 03 Apr 2023
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems Bilel Benjdira Anis Koubaa A. Azar Zahid Khan Adel Ammar W. Boulila 8 26 0 01 Mar 2023
Hierarchical Cross-modal Transformer for RGB-D Salient Object Detection Hao Chen Feihong Shen ViT 29 0 0 16 Feb 2023
Multi-target tracking for video surveillance using deep affinity network: a brief review Sanam Nisar Mangi 11 1 0 29 Oct 2021
Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook M. G. Olsen K. Halvorsen Lei Jiao Kristian Muri Knausgård A. H. Martin M. Moyano Rebekah A. Oomen J. H. Rasmussen T. K. Sørdalen Susanna Huneide Thorbjørnsen 14 27 0 29 Sep 2021
DeepTracks: Geopositioning Maritime Vehicles in Video Acquired from a Moving Platform Jianli Wei Guanyu Xu Alper Yilmaz 11 1 0 02 Sep 2021
Rank-based verification for long-term face tracking in crowded scenes Germán Barquero Isabelle Hupont Carles Fernández Tena VOT CVBM 8 8 0 28 Jul 2021
RelationTrack: Relation-aware Multiple Object Tracking with Decoupled Representation En Yu Zhuoling Li Shoudong Han Hongwei Wang VOT 31 128 0 10 May 2021
DEFT: Detection Embeddings for Tracking Mohamed Chaabane Peter Zhang J. Beveridge Stephen O'Hara VOT 72 88 0 03 Feb 2021
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 26 81 0 10 Jun 2020
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 217 3,407 0 21 Mar 2017