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Visual Object Tracking

10 papers with code · Computer Vision
Subtask of Video · Object Tracking

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Fast Online Object Tracking and Segmentation: A Unifying Approach

12 Dec 2018foolwood/SiamMask

In this paper we illustrate how to perform both visual object tracking and semi-supervised video object segmentation, in real-time, with a single simple approach.

REAL-TIME VISUAL TRACKING SEMI-SUPERVISED SEMANTIC SEGMENTATION VISUAL OBJECT TRACKING

Distractor-aware Siamese Networks for Visual Object Tracking

ECCV 2018 foolwood/DaSiamRPN

During the off-line training phase, an effective sampling strategy is introduced to control this distribution and make the model focus on the semantic distractors.

VISUAL OBJECT TRACKING VISUAL TRACKING

Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking

19 Jul 2016Guanghan/ROLO

In this paper, we develop a new approach of spatially supervised recurrent convolutional neural networks for visual object tracking.

OBJECT DETECTION VISUAL OBJECT TRACKING

An equalised global graphical model-based approach for multi-camera object tracking

12 Feb 2015cwhgn/EGTracker

Non-overlapping multi-camera visual object tracking typically consists of two steps: single camera object tracking and inter-camera object tracking.

VISUAL OBJECT TRACKING

Robust Estimation of Similarity Transformation for Visual Object Tracking

14 Dec 2017ihpdep/LDES

In order to efficiently search in such a large 4-DoF space in real-time, we formulate the problem into two 2-DoF sub-problems and apply an efficient Block Coordinates Descent solver to optimize the estimation result.

VISUAL OBJECT TRACKING

Good Features to Correlate for Visual Tracking

20 Apr 2017egundogdu/CFCF

The proposed learning framework enables the network model to be flexible for a custom design.

OBJECT CLASSIFICATION VISUAL OBJECT TRACKING VISUAL TRACKING

Visual Object Tracking: The Initialisation Problem

3 May 2018georgedeath/initialisation-problem

This BB may contain a large number of background pixels in addition to the object and can lead to parts-based tracking algorithms initialising their object models in background regions of the BB.

VISUAL OBJECT TRACKING

Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic

8 Nov 2016iyybpatrick/MKCF

In this paper, we investigate how a robust visual tracker like KCF can improve multiple object tracking.

MULTIPLE OBJECT TRACKING VISUAL OBJECT TRACKING