Search
Search Results
-
Frequency and Spatial Domain Filter Network for Visual Object Tracking
Cross-correlation serves as the core similarity calculation operation in Siamese-based trackers, and generally produces response maps with high...
-
Spatial and Frequency Domains Inconsistency Learning for Face Forgery Detection
With the rapid development of face forgery technology, it has attracted widespread attention. The current face forgery detection methods, whether...
-
SpFusionNet: deep learning-driven brain image fusion with spatial frequency analysis
In the domain of multi-focus (MF) and multi-model image fusion (MMIF), accurately merging focused regions from various images remains a challenge....
-
Multiple frequency–spatial network for RGBT tracking in the presence of motion blur
RGBT tracking combines visible and thermal infrared images to achieve tracking and faces challenges due to motion blur caused by camera and target...
-
Face forgery detection by progressively enhancing spatial and frequency-aware features
Due to the security issues caused by face synthesis technology, face forgery detection has received considerable attention. Therefore, there is an...
-
Distribution-decouple learning network: an innovative approach for single image dehazing with spatial and frequency decoupling
Image dehazing methods face challenges in addressing the high coupling between haze and object feature distributions in the spatial and frequency...
-
Euler common spatial pattern modulated with cross-frequency coupling
In the field of electroencephalogram (EEG)-based brain–computer interfaces (BCIs), the method of common spatial pattern (CSP) is formulated as a...
-
VIFST: Video Inpainting Localization Using Multi-view Spatial-Frequency Traces
Video inpainting techniques based on deep learning have shown promise in removing unwanted objects from videos. However, their misuse can lead to...
-
SLf-UNet: Improved UNet for Brain MRI Segmentation by Combining Spatial and Low-Frequency Domain Features
Deep learning-based methods have shown remarkable performance in brain tumor image segmentation. However, there is a lack of research on segmenting...
-
Face swap** detection based on identity spatial constraints with weighted frequency division
The generalization of face swap** detectors is necessary when applied to the practical applications. Although the most existing methods may achieve...
-
Frequency and Spatial Dual Guidance for Image Dehazing
In this paper, we propose a novel image dehazing framework with frequency and spatial dual guidance. In contrast to most existing deep learning-based...
-
Spatial-Frequency Domain Information Integration for Pan-Sharpening
Pan-sharpening aims to generate high-resolution multi-spectral (MS) images by fusing PAN images and low-resolution MS images. Despite its great...
-
UHD Underwater Image Enhancement via Frequency-Spatial Domain Aware Network
Currently, carrying ultra high definition (UHD) imaging equ- ipment to record rich environmental conditions in deep water has become a hot issue in...
-
Spatial Attention Network with High Frequency Component for Facial Expression Recognition
Indeed, object classification is one of the most advanced fields in computer vision today, and there are ongoing efforts to classify datasets used in...
-
Multifocus image fusion using adaptive block compressive sensing by combining spatial frequency
Image fusion is an important branch of the image processing field that makes fuse different information of multiple optical sensors images from the...
-
Deep Fourier-Based Exposure Correction Network with Spatial-Frequency Interaction
Images captured under incorrect exposures unavoidably suffer from mixed degradations of lightness and structures. Most existing deep learning-based...
-
Remote sensing scene classification with multi-spatial scale frequency covariance pooling
To address the problem of redundant learning in remote sensing scene classification, a method of multi-space-scale frequency covariance pooling...
-
Spatial weighting: modification of the spatial area proximity matrix weights
Dengue hemorrhagic fever is a viral disease caused by a flavivirus that is transmitted by mosquitoes of the genus Aedes Aigepty. At present, there is...
-
Nonuniform fast Fourier transforms with nonequispaced spatial and frequency data and fast sinc transforms
In this paper, we study the nonuniform fast Fourier transform with nonequispaced spatial and frequency data (NNFFT) and the fast sinc transform as...
-
Trimodal Fusion Network Combined Global-Local Feature Extraction Strategy and Spatial-Frequency Fusion Strategy
Two or more images are fused into one to complement each other’s information, which is conducive to assisting doctors in locating disease types,...