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Human action recognition using short-time motion energy template images and PCANet features
Human action recognition has received significant attention because of its wide applications in human–machine interaction, visual surveillance, and...
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Two-stream spatiotemporal feature fusion for human action recognition
Human action recognition is still a challenging topic in the computer vision field that has attracted a large number of researchers. It has a...
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STHARNet: spatio-temporal human action recognition network in content based video retrieval
Most of the needed information is easily accessible from our fingertips using the internet. The search procedure via the internet is a tough task...
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A Systematic Survey on Human Behavior Recognition Methods
Human behavior is an essential component of social interaction and is of great significance to identify and analyze human behaviors in a variety of...
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Toward human activity recognition: a survey
Human activity recognition (HAR) is a complex and multifaceted problem. The research community has reported numerous approaches to perform HAR. Along...
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Human action recognition using three orthogonal planes with unsupervised deep convolutional neural network
Deep learning models have attained great success for an extensive range of computer vision applications including image and video classification....
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Toward situation awareness: a survey on adaptive learning for model-free tracking
Visual tracking estimates the trajectory of an object of interest in non-stationary image streams that change over time. Recently, approaches for...
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Visual Tracking by Sampling Tree-Structured Graphical Models
Probabilistic tracking algorithms typically rely on graphical models based on the first-order Markov assumption. Although such linear structure...
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A comprehensive review of past and present vision-based techniques for gait recognition
Global security concerns have raised a proliferation of video surveillance devices. Intelligent surveillance systems seek to discover possible...
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Recognition of Action as a Bayesian Parameter Estimation Problem over Time
In this chapter we will discuss two problems related to action recognition: The first problem is the one of identifying in a surveillance...
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Multimodal Analysis of Expressive Gesture in Music and Dance Performances
This paper presents ongoing research on the modelling of expressive gesture in multimodal interaction and on the development of multimodal...
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Communication via eye blinks and eyebrow raises: video-based human-computer interfaces
Two video-based human-computer interaction tools are introduced that can activate a binary switch and issue a selection command. “BlinkLink,” as the...
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Modeling and Recognition of Human Actions Using a Stochastic Approach
This paper describes a self-learning prototype system for the real-time detection of unusual motion patterns. The proposed surveillance system uses a...