Cover Image

Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sabrin, Lameya, Chowdhury, Md. Sanaullah, Tapu, Salauddin, Sarkar, Noyon Kumar, Ali, Ferdous Bin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

S2M-Net: Spectral-Spatial Mixing for Medical Image Segmentation with Morphology-Aware Adaptive Loss
by: Sabrin, Md. Sanaullah Chowdhury Lameya
Published: (2026)

AdaptoVision: A Multi-Resolution Image Recognition Model for Robust and Scalable Classification
by: Sabrin, Md. Sanaullah Chowdhury Lameya
Published: (2025)

Phi-SegNet: Phase-Integrated Supervision for Medical Image Segmentation
by: Ali, Shams Nafisa, et al.
Published: (2026)

DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling
by: Ji, Hangyu
Published: (2025)

SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection
by: Jonnalagadda, Aditya V., et al.
Published: (2024)

ACS-SegNet: An Attention-Based CNN-SegFormer Segmentation Network for Tissue Segmentation in Histopathology
by: Torbati, Nima, et al.
Published: (2025)

SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud
by: Wang, Neng, et al.
Published: (2024)

Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024)

Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic Grasping
by: Kachole, Sanket, et al.
Published: (2023)

MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization
by: Bi, Yuan, et al.
Published: (2023)

SegNet‐VOLOmodel for classifying microplastic contaminants in water bodies
by: Rajendran Thavasimuthu, et al.
Published: (2024)

Enhanced SegNet with Integrated Grad-CAM for Interpretable Retinal Layer Segmentation in OCT Images
by: Saky, S M Asiful Islam, et al.
Published: (2025)

Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials
by: Oostrom, Marjolein, et al.
Published: (2025)

LightMedSeg: Lightweight 3D Medical Image Segmentation with Learned Spatial Anchors
by: Tyagi, Kavyansh, et al.
Published: (2026)

Brain Controlled Wheelchair with Smart Feature
by: Sarkar, Noyon Kumar, et al.
Published: (2025)

U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation
by: Kzadri, Marwane, et al.
Published: (2025)

Design of a 6-bit Threshold Inverter Quantization (TIQ) Flash Analog to Digital Converter (ADC)
by: Sarkar, Noyon Kumar, et al.
Published: (2025)

MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model
by: Ye, Yiwen, et al.
Published: (2024)

MedSeg-R: Medical Image Segmentation with Clinical Reasoning
by: Shao, Hao, et al.
Published: (2025)

YOLO v9‐S Net: YOLO V9 Squeeze SegNet for Object Detection Using Vehicle Image
by: Selvamuthukumar Thirumavalavan, et al.
Published: (2025)

MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation
by: Shiranthika, Chamani, et al.
Published: (2025)

UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering
by: Adityaja, A. Mudit, et al.
Published: (2024)

Automatic Measurement of Lower Limb Angles From Pre‐ and Post‐Operative X‐Ray Images Using a Variant SegNet With Compound Loss Function
by: Iyyakutty Dheivya, et al.
Published: (2025)

Brain Tumor Classification in MRI Images: A Computationally Efficient Convolutional Neural Network
by: Chowdhury, Md Fahimul Kabir, et al.
Published: (2026)

Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks
by: Mondal, Debjyoti, et al.
Published: (2024)

SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation
by: Das, Badhan Kumar, et al.
Published: (2025)

MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation
by: Cao, Aaron, et al.
Published: (2024)

MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention
by: Chen, Zhi, et al.
Published: (2026)

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models
by: Huang, Yu, et al.
Published: (2025)

Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation
by: Ahmed, Salma J., et al.
Published: (2026)

MedSAM2: Segment Anything in 3D Medical Images and Videos
by: Ma, Jun, et al.
Published: (2025)

Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI
by: Mehrnia, Mehri, et al.
Published: (2024)

SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation
by: Perera, Shehan, et al.
Published: (2024)

Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation
by: Chen, Zhiquan, et al.
Published: (2026)

FL-MedSegBench: A Comprehensive Benchmark for Federated Learning on Medical Image Segmentation
by: Zhu, Meilu, et al.
Published: (2026)

TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
by: Wang, Mengzhu, et al.
Published: (2025)

ADP-FL-MedSeg: Adaptive Differential Privacy for Federated Medical Segmentation Across Diverse Modalities
by: Saha, Puja, et al.
Published: (2026)

SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation
by: Yang, Yeqing, et al.
Published: (2025)

MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation
by: Mittal, Avni, et al.
Published: (2025)

MedLiteNet: Lightweight Hybrid Medical Image Segmentation Model
by: Yu, Pengyang, et al.
Published: (2025)