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   Articles with "dual stream" as a keyword



DPR-GAN: Dual-Stream Progressive Refinement for Adversarial 3D Point Cloud Generation

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recommendations! Published in 2024 at "Neural Processing Letters"

DOI: 10.1007/s11063-024-11454-x

Abstract: Point cloud generation aims to transfer a latent code to realistic 3D shapes through generative models. However, most of progressive generative methods ignore the spatial relationship among different stages and suffer from the loss of… read more here.

Keywords: dual stream; dpr gan; point; generation ... See more keywords

High-speed microactuation in a supersonic dual-stream jet flow

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recommendations! Published in 2024 at "Journal of Fluid Mechanics"

DOI: 10.1017/jfm.2024.890

Abstract: Abstract Supersonic shear layers experience instabilities that generate significant adverse effects; in complex configurations, these instabilities have global impacts as they foster compounding complications with other independent flow features. We consider the flow near the… read more here.

Keywords: high speed; dual stream; resolvent analysis; flow ... See more keywords

Dual-stream hybrid architecture with adaptive multi-scale boundary-aware mechanisms for robust urban change detection in smart cities

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-16148-5

Abstract: Urban environments undergo continuous changes due to natural processes and human activities, which necessitates robust methods for monitoring changes in land cover and infrastructure for sustainable developments. Change detection in remote sensing plays a pivotal… read more here.

Keywords: detection; change detection; stream hybrid; multi scale ... See more keywords

A graph-guided transformer based on dual-stream perception for hyperspectral image classification

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recommendations! Published in 2024 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2024.2408495

Abstract: ABSTRACT The excellent capabilities of Transformers and Graph Neural Networks (GNNs) in modelling long-range dependencies and handling irregular data have led to their widespread application in hyperspectral image (HSI) classification tasks. However, the Graph Transformer… read more here.

Keywords: classification; hyperspectral image; guided transformer; dual stream ... See more keywords

DSNet: dual-stream network for fine-grained ship classification in optical remote sensing images

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recommendations! Published in 2024 at "Remote Sensing Letters"

DOI: 10.1080/2150704x.2024.2377211

Abstract: ABSTRACT The fine-grained ship classification (FGSC) task in remote sensing aims to distinguish subordinate ship categories. Due to the high similarity among different subcategories and the significant variations in pose, scale, rotation, and color within… read more here.

Keywords: fine grained; remote sensing; grained ship; ship classification ... See more keywords

A dual-stream deep convolutional network for reducing metal streak artifacts in CT images.

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recommendations! Published in 2019 at "Physics in medicine and biology"

DOI: 10.1088/1361-6560/ab4e3e

Abstract: Machine learning and deep learning are rapidly finding applications in the medical imaging field. In this paper, we address the long-standing problem of metal artifacts in computed tomography (CT) images by training a dual-stream deep… read more here.

Keywords: stream deep; network; stream; metal ... See more keywords

Extensive Cortical Connectivity of the Human Hippocampal Memory System: Beyond the "What" and "Where" Dual Stream Model.

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recommendations! Published in 2021 at "Cerebral cortex"

DOI: 10.1093/cercor/bhab113

Abstract: The human hippocampus is involved in forming new memories: damage impairs memory. The dual stream model suggests that object "what" representations from ventral stream temporal cortex project to the hippocampus via the perirhinal and then… read more here.

Keywords: stream; cortex; stream model; memory ... See more keywords

Dual-stream cortical pathways mediate sensory prediction.

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recommendations! Published in 2023 at "Cerebral cortex"

DOI: 10.1093/cercor/bhad168

Abstract: Predictions are constantly generated from diverse sources to optimize cognitive functions in the ever-changing environment. However, the neural origin and generation process of top-down induced prediction remain elusive. We hypothesized that motor-based and memory-based predictions… read more here.

Keywords: stream cortical; prediction; sensory prediction; memory ... See more keywords

DGPE: A Dual-Stream Geometric-Aware Positional Encoding for Transformer-based Object Detection

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3640410

Abstract: Accurately modeling complex spatial relationships is a pivotal challenge for Transformer-based object detectors, as existing models often rely on static positional encodings that fail to capture dynamic, real-world scene layouts. To address this issue, this… read more here.

Keywords: dgpe; transformer based; geometric aware; stream geometric ... See more keywords

Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism

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recommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2024.3375321

Abstract: With the widespread popularity of deep learning, various neural network models are extensively employed in the recognition, classification, and segmentation of remote sensing images. Convolutional neural networks (CNNs), fully convolutional networks, including their variants like… read more here.

Keywords: attention; identification; network; dual stream ... See more keywords

Dual-Stream Spatially Aware Transformer for Remote Sensing Image Captioning

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recommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2025.3593887

Abstract: Remote sensing image captioning (RSIC) aims to generate semantically rich and syntactically accurate descriptions for remote sensing images (RSIs). However, due to the complex spatial layouts, occlusions, and overlapping objects in such images, caption generation… read more here.

Keywords: remote sensing; dual stream; sensing image; spatially aware ... See more keywords