Reliable Memory Model for Visual Tracking

D Ge, R Liu, Y Li, Q Miao - Electronics, 2021 - mdpi.com
Inspired by the aforementioned two observations, we propose an adaptive evaluation …
Multi-store tracker (muster): A cognitive psychology inspired approach to object tracking. In …

Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows

S Liu, S Huang, S Wang, K Muhammad, P Bellavista… - Information …, 2023 - Elsevier
… on cognitive psychology to process the appearance memory of the … Inspired by human
multiple visual cognition, we propose a … in the context of object detection and tracking as follows. …

Multiple-target tracking in human and machine vision

S Kamkar, F Ghezloo, HA Moghaddam… - PLoS computational …, 2020 - journals.plos.org
… a single target MUlti-Store Tracker that can memorize target appearance. This method supports
… Three layers perform object recognition and present a biologically inspired appearance …

Handcrafted and deep trackers: Recent visual object tracking approaches and trends

M Fiaz, A Mahmood, S Javed, SK Jung - ACM Computing Surveys …, 2019 - dl.acm.org
… The Multi-Store tracker (MUSTer) [72] avoids drifting and stabilizes the … The Biologically
Inspired Tracker (BIT) [18] performs tracking like ventral stream processing. The BIT …

Visual object tracking via multi-stream deep similarity learning networks

K Li, Y Kong, Y Fu - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
… In this work, instead of taking single object tracking as a classification problem, we treat it as
… Tao, “Multistore tracker (muster): A cognitive psychology inspired approach to object tracking

Reliable correlation tracking via dual-memory selection model

G Li, M Peng, K Nai, Z Li, K Li - Information Sciences, 2020 - Elsevier
… , our tracker and the MUSTer tracker perform favorably … been extensively studied by the object
tracking community due to their … Inspired by [28], we introduce a color mask that reflects the …

Visual object tracking with discriminative filters and siamese networks: a survey and outlook

S Javed, M Danelljan, FS Khan… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
tracking paradigms, which have led to significant progress. Following the rapid evolution of
visual object tracking in … and Siamese trackers, based on results in nine tracking benchmarks. …

Performance evaluation methodology for long-term single-object tracking

A Lukeźič, LČ Zajc, T Vojíř, J Matas… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… We define the notion of the pure long-term tracker and contrast it with pure short-term tracking
was FCLT, while HMMTxD, MUSTER, CMT, and TLD were successful in most sequences—…

Discriminative appearance model with template spatial adjustment for visual object tracking

PR Vadamala, AF Aklak - Soft Computing, 2023 - Springer
… rate and precision degradation compared to STAPLE, MUSTER and SRDCF. However, the
… ) MUlti-Store Tracker (MUSTer): a cognitive psychology inspired approach to object tracking. …

Learning dual-margin model for visual tracking

N Fan, X Li, Z Zhou, Q Liu, Z He - Neural Networks, 2021 - Elsevier
Inspired by these, the proposed algorithm trains a dual-margin network on a large off-line …
Third, we compare our approach against the state-of-the-art trackers on five public datasets …