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Combining the Color and Event cameras (also called Dynamic Vision Sensors, DVS) for robust object tracking is a newly emerging research topic in recent years.
Learning multi-domain convolutional neural networks for visual tracking
Nam H, Han B · 2016
Earlier work this paper cites.
Fully-convolutional siamese networks for object tracking
Bertinetto L, Valmadre J, Henriques JF, Vedaldi A, Torr PH · 2016
Earlier work this paper cites.
Combined frame-and event-based detection and tracking
Liu H, Moeys DP, Das G, Neil D, Liu SC, Delbrück T · 2016
Earlier work this paper cites.
DVS benchmark datasets for object tracking, action recognition, and object recognition
Hu Y, Liu H, Pfeiffer M, Delbruck T · 2016
Earlier work this paper cites.
Hots: a hierarchy of event-based time-surfaces for pattern recognition
Lagorce X, Orchard G, Galluppi F, Shi BE, Benosman RB · 2016
Earlier work this paper cites.
Attention is all you need
Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, et al · 2017
Earlier work this paper cites.
Focal loss for dense object detection
Lin TY, Goyal P, Girshick R, He K, Dollár P · 2017
Earlier work this paper cites.
High performance visual tracking with siamese region proposal network
Li B, Yan J, Wu W, Zhu Z, Hu X · 2018
Earlier work this paper cites.
Event-guided structured output tracking of fast-moving objects using a celex sensor
Huang J, Wang S, Guo M, Chen S · 2018
Earlier work this paper cites.
Asynchronous, photometric feature tracking using events and frames
Gehrig D, Rebecq H, Gallego G, Scaramuzza D · 2018
Earlier work this paper cites.
Long-term object tracking with a moving event camera
Ramesh B, Zhang S, Lee ZW, Gao Z, Orchard G, Xiang C · 2018
Earlier work this paper cites.
Second: Sparsely embedded convolutional detection
Yan Y, Mao Y, Li B · 2018
Earlier work this paper cites.
Event-based moving object detection and tracking
Mitrokhin A, Fermüller C, Parameshwara C, Aloimonos Y · 2018
Earlier work this paper cites.
Trackingnet: A large-scale dataset and benchmark for object tracking in the wild
Muller M, Bibi A, Giancola S, Alsubaihi S, Ghanem B · 2018
Earlier work this paper cites.
Vital: Visual tracking via adversarial learning
Song Y, Ma C, Wu X, Gong L, Bao L, Zuo W, et al · 2018
Earlier work this paper cites.
Learning discriminative model prediction for tracking
Bhat G, Danelljan M, Gool LV, Timofte R · 2019
Earlier work this paper cites.
Asynchronous tracking-by-detection on adaptive time surfaces for event-based object tracking
Chen H, Wu Q, Liang Y, Gao X, Wang H · 2019
Earlier work this paper cites.
DashNet: a hybrid artificial and spiking neural network for high-speed object tracking
Yang Z, Wu Y, Wang G, Yang Y, Li G, Deng L, et al · 2019
Earlier work this paper cites.
Generalized intersection over union: A metric and a loss for bounding box regression
Rezatofighi H, Tsoi N, Gwak J, Sadeghian A, Reid I, Savarese S · 2019
Earlier work this paper cites.
Learning discriminative model prediction for tracking
Bhat G, Danelljan M, Gool LV, Timofte R · 2019
Cited alongside, same era.
Atom: Accurate tracking by overlap maximization
Danelljan M, Bhat G, Khan FS, Felsberg M · 2019
Cited alongside, same era.
Events-to-video: Bringing modern computer vision to event cameras
Rebecq H, Ranftl R, Koltun V, Scaramuzza D · 2019
Cited alongside, same era.
End-to-end object detection with transformers
Carion N, Massa F, Synnaeve G, Usunier N, Kirillov A, Zagoruyko S · 2020
Cited alongside, same era.
End-to-end learning of object motion estimation from retinal events for event-based object tracking
Chen H, Suter D, Wu Q, Wang H · 2020
Cited alongside, same era.
High-speed event camera tracking
Chamorro Hernández WO, Andrade-Cetto J, Solà Ortega J · 2020
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks
Chae Y, Wang L, Yoon KJ · 2021
Later among the works it cites.
Center-based 3d object detection and tracking
Yin T, Zhou X, Krahenbuhl P · 2021
Later among the works it cites.
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking
Wang N, Zhou W, Wang J, Li H · 2021
Later among the works it cites.
Learning spatio-temporal transformer for visual tracking
Yan B, Peng H, Fu J, Wang D, Lu H · 2021
Later among the works it cites.
Learning target candidate association to keep track of what not to track
Mayer C, Danelljan M, Paudel DP, Van Gool L · 2021
Later among the works it cites.
PyTracking: Visual tracking library based on PyTorch.; 2019
Danelljan M, Bhat G · 2021
Later among the works it cites.
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Cited alongside, same era.
Haste: multi-hypothesis asynchronous speeded-up tracking of events
Alzugaray I, Chli M · 2020
Cited alongside, same era.
Object tracking on event cameras with offline–online learning
Jiang R, Mou X, Shi S, Zhou Y, Wang Q, Dong M, et al · 2020
Cited alongside, same era.
EKLT: Asynchronous photometric feature tracking using events and frames
Gehrig D, Rebecq H, Gallego G, Scaramuzza D · 2020
Cited alongside, same era.
Pv-rcnn: Point-voxel feature set abstraction for 3d object detection
Shi S, Guo C, Jiang L, Wang Z, Shi J, Wang X, et al · 2020
Cited alongside, same era.
An image is worth 16x16 words: Transformers for image recognition at scale
Dosovitskiy A, Beyer L, Kolesnikov A, Weissenborn D, Zhai X, Unterthiner T, et al · 2020
Cited alongside, same era.
Siam r-cnn: Visual tracking by re-detection
Voigtlaender P, Luiten J, Torr PH, Leibe B · 2020
Cited alongside, same era.
A framework for the general design and computation of hybrid neural networks
Zhao R, Yang Z, Zheng H, Wu Y, Liu F, Wu Z, et al · 2022
Closest in time.
MixFormer: End-to-End Tracking with Iterative Mixed Attention
Cui Y, Jiang C, Wang L, Wu G · 2022
Closest in time.
Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds
Zhu Z, Hou J, Lyu X · 2022
Closest in time.
Spiking Transformers for Event-Based Single Object Tracking
Zhang J, Dong B, Zhang H, Ding J, Heide F, Yin B, et al · 2022
Closest in time.
AiATrack: Attention in Attention for Transformer Visual Tracking
Gao S, Zhou C, Ma C, Wang X, Yuan J · 2022
Closest in time.
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework
Ye B, Chang H, Ma B, Shan S · 2022
Closest in time.
Robust Visual Tracking by Segmentation
Paul M, Danelljan M, Mayer C, Van Gool L · 2022
Closest in time.
Transforming model prediction for tracking
Mayer C, Danelljan M, Bhat G, Paul M, Paudel DP, Yu F, et al · 2022
Closest in time.
Visevent: Reliable object tracking via collaboration of frame and event flows
Wang X, Li J, Zhu L, Zhang Z, Chen Z, Li X, et al · 2023
Closest in time.
A Universal Event-Based Plug-In Module for Visual Object Tracking in Degraded Conditions
Zhang J, Dong B, Fu Y, Wang Y, Wei X, Yin B, et al · 2023
Closest in time.
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
Zhang J, Wang Y, Liu W, Li M, Bai J, Yin B, et al · 2023
Closest in time.
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking
Zhang J, Wang Y, Liu W, Li M, Bai J, Yin B, et al · 2023
Closest in time.