M.N.S. Swamy

concordia university

H指数:49

被引数:1.0万

个人简介

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HM-Swin: Hierarchical Multiscale Swin Transformer Network with Attention Fusion for Heart Sound Classification

HM-Swin：具有注意力融合的层次化多尺度Swin Transformer网络用于心音分类

Bioengineering-Basel

IF3.7

2026-10-130

LASegNet: A novel lightweight attention-guided network with feature recalibration for medical image segmentation

LASegNet: 一种具有特征重校准的新型轻量级注意力引导网络，用于医学图像分割

Biomedical Signal Processing and Control

IF4.9

2026-08-010

PRE

A Functional Shape Framework for the Detection of Multiple Sclerosis Using Optical Coherence Tomography Images

一种基于光学相干层析成像图像的多发性硬化症检测功能形状框架

Sensors

IF3.5

2026-04-140

OAAI

A Multi-Level Self-Distillation-Based Unified Tracker for Efficient RGB-T Tracking

基于多级自蒸馏的统一高效RGB-T跟踪器

IEEE Transactions on Image Processing

IF13.7

2026-02-270

PRE

Resource-Efficient and Layer Interdependence-Aware CNN Pruning Leveraging Filter Replacement

资源高效且考虑层间相互依赖的CNN剪枝方法，利用滤波器替换

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2026-02-100

PRE

Attention-Fusion-Based Two-Stream Vision Transformer for Heart Sound Classification

基于注意力融合的双流视觉Transformer用于心音分类

Bioengineering 2025, Vol. 12, Page 1033

IF3.7

2025-09-290

OAAI

ACLI: A CNN Pruning Framework Leveraging Adjacent Convolutional Layer Interdependence and $\gamma$γ-Weakly Submodularity

ACLI：一种利用相邻卷积层依赖关系和γ-弱次模性的CNN剪枝框架

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-09-160

PRE

DMML: Deep Multi-Prior and Multi-Discriminator Learning for Underwater Image Enhancement

DMML: 用于水下图像增强的深度多先验和多鉴别器学习

IEEE TRANSACTIONS ON BROADCASTING

IF4.8

2024-06-017

PRE

A Very Fast and Robust Method for Refinement of Putative Matches of Features in MIS Images for Robotic-Assisted Surgery

IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS

IF3.8

2024-05-010

PRE

A novel feature-level fusion scheme with multimodal attention CNN for heart sound classification

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-05-012

PRE

RefinerHash: a new hashing-based re-ranking technique for image retrieval

RefinerHash: 一种新的基于哈希的图像检索重排序技术

MULTIMEDIA SYSTEMS

IF3.1

2024-04-082

PRE

A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks

INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL

IF2.9

2023-04-261

PRE

HighBoostNet: a deep light-weight image super-resolution network using high-boost residual blocks

VISUAL COMPUTER

IF2.9

2023-03-296

PRE

Single image denoising via multi-scale weighted group sparse coding

SIGNAL PROCESSING

IF3.6

2022-11-0120

PRE

A low-complexity residual deep neural network for image edge detection

APPLIED INTELLIGENCE

IF3.5

2022-09-026

PRE

SRNMSM: A Deep Light-Weight Image Super Resolution Network Using Multi-Scale Spatial and Morphological Feature Generating Residual Blocks

IEEE TRANSACTIONS ON BROADCASTING

IF4.8

2022-03-0117

PRE

FPNet: A Deep Light-Weight Interpretable Neural Network Using Forward Prediction Filtering for Efficient Single Image Super Resolution

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2022-03-019

PRE

A Low-Complexity Modified ThiNet Algorithm for Pruning Convolutional Neural Networks

ieee signal processing magazine

IF3.9

2022-01-017

PRE

SRNHARB: A deep light-weight image super resolution network using hybrid activation residual blocks

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2021-11-016

PREAI

A deep dense residual network with reduced parameters for volumetric brain tissue segmentation from MR images

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-09-019

PRE

M.N.S. Swamy

个人简介

教育背景

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