Diagnose Like a Doctor: A Vision‐Guided Global–Local Fusion Network for Chest Disease Diagnosis
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.70203
Abstract: Chest diseases are the most common diseases around the world. Deep neural networks for chest disease diagnosis are usually limited by the need for extensive manual labeling and insufficient model interpretability. To this end, we… read more here.
Keywords: global local; disease diagnosis; chest disease; network ... See more keywords
Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object Detection
Sign Up to like & getrecommendations! Published in 2025 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-025-03143-4
Abstract: RGB-D salient object detection (SOD), aiming to highlight prominent regions of a given scene by jointly modeling RGB and depth information, is one of the challenging pixel-level prediction tasks. Recently, the dual-attention mechanism has been… read more here.
Keywords: detection; rgb salient; global local; fusion ... See more keywords
Ensemble of surrogates with hybrid method using global and local measures for engineering design
Sign Up to like & getrecommendations! Published in 2018 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-017-1841-y
Abstract: Surrogate models are usually used as a time-saving approach to reduce the computational burden of expensive computer simulations for engineering design. However, it is difficult to choose an appropriate model for an unknown design space.… read more here.
Keywords: method; local measures; global local; engineering design ... See more keywords
Pedestrian gender classification using combined global and local parts-based convolutional neural networks
Sign Up to like & getrecommendations! Published in 2018 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-018-0725-0
Abstract: The identification of a person’s gender plays an important role in various visual surveillance and monitoring applications which are growing more ubiquitously. This paper proposes a method for gender classification of pedestrians based on whole… read more here.
Keywords: classification; gender; parts based; global local ... See more keywords
Global and Local Imperialism in Statistical Mechanics
Sign Up to like & getrecommendations! Published in 2024 at "Erkenntnis"
DOI: 10.1007/s10670-024-00892-7
Abstract: Statistical mechanics applied on a universal scale (the Mentaculus) attaches probabilities to all possible events in the universe, far outstripping its local thermodynamic evidence base. This ‘imperialistic’ tendency is often criticised as requiring untenable dynamical… read more here.
Keywords: global local; mechanics; imperialism statistical; local imperialism ... See more keywords
Modulation of Global and Local Processing Biases in Adults with Autistic-like Traits
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Autism and Developmental Disorders"
DOI: 10.1007/s10803-017-3198-x
Abstract: Previous work shows that doing a continuous performance task (CPT) shifts attentional biases in neurotypical individuals towards global aspects of hierarchical Navon figures by selectively activating right hemisphere regions associated with global processing. The present… read more here.
Keywords: local processing; processing; cpt; modulation global ... See more keywords
MultiGLODS: global and local multiobjective optimization using direct search
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Global Optimization"
DOI: 10.1007/s10898-018-0618-1
Abstract: The optimization of multimodal functions is a challenging task, in particular when derivatives are not available for use. Recently, in a directional direct search framework, a clever multistart strategy was proposed for global derivative-free optimization… read more here.
Keywords: multiglods global; direct search; directional direct; global local ... See more keywords
Human action recognition using bag of global and local Zernike moment features
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7674-5
Abstract: Human action recognition is a fundamental and challenging building block for many computer vision applications. It has been included in many applications such as: video surveillance, human computer interaction and multimedia retrieval systems. Various approaches… read more here.
Keywords: action recognition; moment; human action; global local ... See more keywords
Global and local performance metric with inertia effects
Sign Up to like & getrecommendations! Published in 2020 at "Nonlinear Dynamics"
DOI: 10.1007/s11071-020-05872-4
Abstract: A complex system’s structural–dynamical interplay plays a profound role in determining its collective behavior. Irregular behavior in the form of macroscopic chaos, for instance, can be potentially exhibited by the Kuramoto model of coupled phase… read more here.
Keywords: performance metric; system; inertia effects; global local ... See more keywords
Stable Generalized/eXtended Finite Element Method with global–local enrichment for material nonlinear analysis
Sign Up to like & getrecommendations! Published in 2020 at "Computer Methods in Applied Mechanics and Engineering"
DOI: 10.1016/j.cma.2020.113429
Abstract: Abstract This paper presents a novel methodology for the solution of nonlinear problems using the Stable Generalized/eXtended Finite Element Method (SGFEM) in two-scale approach. The nonlinear analysis is performed in a coarse mesh and the… read more here.
Keywords: stable generalized; extended finite; generalized extended; problem ... See more keywords
Functional involvement of subcortical structures in global-local processing
Sign Up to like & getrecommendations! Published in 2021 at "Cognition"
DOI: 10.1016/j.cognition.2020.104476
Abstract: The present study examined the involvement of subcortical structures in the processing of global and local information. To this end, we used a stereoscope to present hierarchical stimuli (global shapes composed of local elements) in… read more here.
Keywords: local information; different eyes; involvement subcortical; condition ... See more keywords