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Thermal Infrared Object Tracking

4 papers with code · Computer Vision
Subtask of Object Tracking

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PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark

18 Jan 2018QiaoLiuHit/PTB-TIR_Evaluation_toolkit

The ability to evaluate the TIR pedestrian tracker fairly, on a benchmark dataset, is significant for the development of this field.

THERMAL INFRARED OBJECT TRACKING

Multi-Task Driven Feature Models for Thermal Infrared Tracking

26 Nov 2019QiaoLiuHit/MMNet

These two feature models are learned using a multi-task matching framework and are jointly optimized on the TIR tracking task.

THERMAL INFRARED OBJECT TRACKING

Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking

27 Nov 2017QiaoLiuHit/HSSNet

In this paper, we cast the TIR tracking problem as a similarity verification task, which is coupled well to the objective of the tracking task.

THERMAL INFRARED OBJECT TRACKING

Deep Convolutional Neural Networks for Thermal Infrared Object Tracking

Knowledge-Based Systems 2017 QiaoLiuHit/MCFTS

We observe that the features from the fully-connected layer are not suitable for thermal infrared tracking due to the lack of spatial information of the target, while the features from the convolution layers are.

THERMAL INFRARED OBJECT TRACKING VISUAL OBJECT TRACKING VISUAL TRACKING