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Editorial
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Special Issue on Artificial Immune Systems: Theory and Applications
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Theory and applications of artificial immune systems
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Open AccessMulti-view 3D Human Pose Estimation in Complex Environment
We introduce a framework for unconstrained 3D human upper body pose estimation from multiple camera views in complex environment. Its main novelty lies in the integration of three components: single-frame pose...
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Open AccessLoose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation
We formulate the problem of 3D human pose estimation and tracking as one of inference in a graphical model. Unlike traditional kinematic tree representations, our model of the body is a collection of loosely-c...
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Editorial: Special Issue on Active and Interactive Methods in Computer Vision
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Open AccessColor retargeting: Interactive time-varying color image composition from time-lapse sequences
In this paper, we present an interactive static image composition approach, namely color retargeting, to flexibly represent time-varying color editing effect based on time-lapse video sequences. Instead of perfor...
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Preface
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Open AccessLearning multi-kernel multi-view canonical correlations for image recognition
canonical correlations (M2CCs) framework for subspace learning. In the proposed framework, the input data of each original view are mapped into multiple higher dimensional feature spaces by multiple nonlinear map...
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Open AccessOptimized evacuation route based on crowd simulation
An evacuation plan helps people move away from an area or a building. To assist rapid evacuation, we present an algorithm to compute the optimal route for each local region. The idea is to reduce congestion an...
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Open AccessImage-based clothes changing system
Current image-editing tools do not match up to the demands of personalized image manipulation, one application of which is changing clothes in usercaptured images. Previous work can change single color clothes...
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Open AccessVectorial approximations of infinite-dimensional covariance descriptors for image classification
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Special issue: The International Conference on Soft Computing and Machine Intelligence
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Open AccessComponent SPD matrices: A low-dimensional discriminative data descriptor for image set classification
In pattern recognition, the task of image set classification has often been performed by representing data using symmetric positive definite (SPD) matrices, in conjunction with the metric of the resulting Riem...
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Theory and applications of soft computing methods
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Editorial for the ICMR 2019 special issue
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Open AccessJMNet: A joint matting network for automatic human matting
We propose a novel end-to-end deep learning framework, the Joint Matting Network (JMNet), to automatically generate alpha mattes for human images. We utilize the intrinsic structures of the human body as seen ...
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Open Access3D computational modeling and perceptual analysis of kinetic depth effects
Humans have the ability to perceive kinetic depth effects, i.e., to perceived 3D shapes from 2D projections of rotating 3D objects. This process is based on a variety of visual cues such as lighting and shading e...
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Open AccessCoherent video generation for multiple hand-held cameras with dynamic foreground
For many social events such as public performances, multiple hand-held cameras may capture the same event. This footage is often collected by amateur cinematographers who typically have little control over the...
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Open AccessView planning in robot active vision: A survey of systems, algorithms, and applications
Rapid development of artificial intelligence motivates researchers to expand the capabilities of intelligent and autonomous robots. In many robotic applications, robots are required to make planning decisions ...