VOT2018 Trackers repository

This is an incomplete collection of trackers submitted to VOT2018. The collection contains only those submissions to VOT2018 for which we were able to obtain explicit permission from the authors (this was indicated by the authors during results submission process). In most cases the code is provided as it was submitted, in other cases some authors asked us to point the link to their own repositories. The VOT does not take any responsibility for the state of code/binaries of the trackers available here. For any additional information regarding individual trackers, please contact the corresponding authors directly.

Each tracker is referred as NAME (Appendix Nr NN), where NAME is the name given to the tracker and NN is the tracker number referred on the VOT paper.

If you have any question or suggestion, please contact us on the support forum.

Short Term (ST) Trackers

  • Adaptive object update for tracking (UpdateNet) - Source available upon request - Appendix A.1

  • [ANT (ANT)] - Appendix A.3

  • Bag-of-Visual-Words based Correlation Filter Tracker (BoVW_CFT) - Source available upon request - Appendix A.4

  • Best Displacement Flow (BDF) - Source available upon request - Appendix A.5

  • Best Structured Tracker (BST) - Source available upon request - Appendix A.6

  • Channel pruning for visual tracking (CPT) - Source available upon request - Appendix A.7

  • Channel pruning for visual tracking (CPT_fast) - Source available upon request - Appendix A.8

  • Combined Point Tracker (CPOINT) - Source available upon request - Appendix A.10

  • [Continuous Convolution Operator Tracker (CCOT)] - Appendix A.11

  • Continuous Convolution Operators with Resnet features (RCO) - Source available upon request - Appendix A.12

  • Convolutional Features for Correlation Filters (CFCF) - Source available upon request - Appendix A.13

  • Correlation Filter with Regressive Scale Estimation (RSECF) - Source available upon request - Appendix A.14

  • Correlation Filter with Temporal Regression (CFTR) - Source available upon request - Appendix A.15

  • Correlation Tracking via Joint Discrimination and Reliability Learning (DRT) - Source available upon request - Appendix A.16

  • DCFNET: Discriminant Correlation Filters Network for Visual Tracking (DCFNet) - Source available upon request - Appendix A.18

  • Deep Enhanced Spatially Regularized Discriminative Correlation Filter (DE-SRDCF) (srdcf_deep) - Source available upon request - Appendix A.19

  • DeepSTRCF (DeepSTRCF1) - Source available upon request - Appendix A.20

  • [Deformable part correlation filter tracker (DPT)] - Appendix A.21

  • Dense Contrastive Features for Correlation Filters (DCFCF) - Source available upon request - Appendix A.22

  • Densely connected Siamese architecture for robust visual tracking (DensSiam) - Source available upon request - Appendix A.23

  • [Discriminative Correlation Filter with Channel and Spatial Reliability (CSRDCF)] - Appendix A.24

  • Discriminative Correlation Filter with Channel and Spatial Reliability - C++ (csrtpp) - Source available upon request - Appendix A.25

  • [Discriminative Scale Space Tracker (DSST)] - Appendix A.26

  • Distractor-aware Tracking (DAT) - Source available upon request - Appendix A.27

  • DLSTpp: Deep Location-Sepcific Tracking++ (DLSTpp) - Source available upon request - Appendix A.28

  • Dynamic Fusion of Part Regressors for Correlation Filter-based Visual Tracking (DFPReco) - Source available upon request - Appendix A.29

  • Dynamic Siamese Network based Tracking (DSiam) - Source available upon request - Appendix A.30

  • [ECO (ECO)] - Appendix A.31

  • Enhanced Spatially Regularized Discriminative Correlation Filter (srdcf_dif) - Source available upon request - Appendix A.32

  • Flock of Trackers (FoT) - Source available upon request - Appendix A.33

  • Fully-Convolutional Siamese Network (SiamFC) - Source available upon request - Appendix A.34

  • High Performance Visual Tracking with Siamese Region Proposal Network (SiamRPN) - Source available upon request - Appendix A.35

  • [Incremental Learning for Robust Visual Tracking (IVT)] - Appendix A.36

  • Kalman Filter ensemble-based Tracker (KFebT) - Source available upon request - Appendix A.37

  • [Kernelized Correlation Filter (KCF)] - Appendix A.38

  • Learning Adaptive Discriminative Correlation Filter on Low-dimensional Manifold (LADCF) - Source available upon request - Appendix A.39

  • Learning Spatial-Aware Regressions for Visual Tracking (LSART) - Source available upon request - Appendix A.40

  • Lightweight Deep Neural Network for Visual Tracking (LWDNTm) - Source available upon request - Appendix A.41

  • Lightweight Deep Neural Network for Visual Tracking (LWDNTthi) - Source available upon request - Appendix A.42

  • [Local-Global Tracking tracker (LGT)] - Appendix A.43

  • Matrioska Best Displacement Flow (Matflow) - Source available upon request - Appendix A.46

  • [MEEM (MEEM)] - Appendix A.47

  • MobileNet combined with SiameseFC (MBSiam) - Source available upon request - Appendix A.48

  • Multi Rotate and Scale Normalized Cross Correlation tracker (MRSNCC) - Source available upon request - Appendix A.49

  • Multi-Cue Correlation Tracker (MCCT) - Source available upon request - Appendix A.50

  • Multi-solution Fusion for Visual Tracking (MFT) - Source available upon request - Appendix A.51

  • [Multiple Instance Learning tracker (MIL)] - Appendix A.52

  • Online Adaptive Hidden Markov Model for Multi-Tracker Fusion (HMMTxD) - Source available upon request - Appendix A.53

  • Part-based tracking by sampling (PBTS) - Source available upon request - Appendix A.54

  • [Robust Fragments based Tracking using the Integral Histogram - FragTrack (FT)] - Appendix A.55

  • Robust Multi-task Correlation Particle Filter (R_MCPF) - Source available upon request - Appendix A.56

  • ROI-Align Network (RAnet) - Source available upon request - Appendix A.57

  • Salient Region weighted Correlation filter Tracker (SRCT) - Source available upon request - Appendix A.58

  • SA_Siam_P - An Advanced Twofold Siamese Network for Real-Time Object Tracking (SA_Siam_P) - Source available upon request - Appendix A.59

  • SA_Siam_R: A Twofold Siamese Network for Real-Time Object Tracking With Angle Estimation (SA_Siam_R) - Source available upon request - Appendix A.60

  • [Scale Adaptive Mean-Shift Tracker (ASMS)] - Appendix A.61

  • Scale Adaptive Point-based Kanade Lukas Tomasi colour-Filter (SAPKLTF) - Source available upon request - Appendix A.62

  • SiamVGG (SiamVGG) - Source available upon request - Appendix A.63

  • [Spatially Regularized Discriminative Correlation Filter Tracker (SRDCF)] - Appendix A.64

  • Spatio-Temporal Background-Aware Correlation Filter for Visual Tracking (STBACF) - Source available upon request - Appendix A.65

  • Staple: Sum of Template And Pixel-wise LEarners (Staple) - Source available upon request - Appendix A.67

  • [Struck: Structured output tracking with kernels (struck2011)] - Appendix A.68

  • TRAcker based on Context-aware deep feature compression with multiple Auto-encoders (TRACA) - Source available upon request - Appendix A.69

  • Tracking by Feature Select Adversary Network (FSAN) - Source available upon request - Appendix A.70

  • Unveiling the Power of Deep Tracking (UPDT) - Source available upon request - Appendix A.71

  • 3D Convolutional Networks for Visual Tracking (C3DT) - Source available upon request - Appendix A.72

Long Term (LT) Trackers

  • A Memory Model based on the Siamese Network for Long-term Tracking (MMLT) (MMLT) - Source available upon request - Appendix B.1

  • DaSiameseRPN_long-term (DaSiam_LT) - Source available upon request - Appendix B.2

  • [Flock of Trackers (FoT)] - Appendix B.3

  • Fully-Convolutional Siamese Detector (SiamFCDet) - Source available upon request - Appendix B.4

  • Fully-Convolutional Siamese Network (SiamFC) - Source available upon request - Appendix B.5

  • [Fully Correlational Long-Term Tracker (FuCoLoT)] - Appendix B.6

  • Long-Term Siamese Instance Search Tracking (LTSINT) - Source available upon request - Appendix B.7

  • MobileNet based tracking by detection algorithm (MBMD) - Source available upon request - Appendix B.8

  • [Online Adaptive Hidden Markov Model for Multi-Tracker Fusion (HMMTxD)] - Appendix B.9

  • Parallel Tracking and Verifying Plus (PTAVplus) (PTAVplus) - Source available upon request - Appendix B.10

  • [Scale Adaptive Mean-Shift Tracker (ASMS)] - Appendix B.11

  • Scale Adaptive Point-based Kanade Lukas Tomasi colour-Filter (SAPKLTF) - Source available upon request - Appendix B.12

  • Search your object with siamese network (SYT) - Source available upon request - Appendix B.13

  • Siamese Long-term Tracker (SLT) - Source available upon request - Appendix B.14

  • SiamVGG (SiamVGG) - Source available upon request - Appendix B.15