Artificial Intelligence · Computer Vision

Visual Tracking

A topic within Computer Vision, itself one of 11 topics in that field and part of Artificial Intelligence.

Reading on Visual Tracking

2 works

Paper2015

High-Speed Tracking with Kernelized Correlation Filters

Henriques, Caseiro, Martins & Batista

Exploits the circulant structure of overlapping image patches to turn correlation-filter tracking into a diagonalised, closed-form problem solvable orders of magnitude faster than earlier trackers.

14 pageslink checked 17 Sept 2026

Artificial Intelligence · Computer Vision

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Paper2016

Fully-Convolutional Siamese Networks for Object Tracking

Bertinetto, Valmadre, Henriques, Vedaldi & Torr

Frames tracking as a similarity-learning problem: a Siamese network trained offline compares a target patch to a search image, running at real-time speed with no online fine-tuning.

16 pageslink checked 17 Sept 2026

Artificial Intelligence · Computer Vision

FreeAdvanced

Reading on Visual Tracking

High-Speed Tracking with Kernelized Correlation Filters

Fully-Convolutional Siamese Networks for Object Tracking

Other topics in Computer Vision