SOTAVerified

Image Segmentation

Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2201–2250 of 5035 papers

TitleStatusHype
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—0
A SAM based Tool for Semi-Automatic Food Annotation—0
Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation—0
A Contrario Selection of Optimal Partitions for Image Segmentation—0
Freestyle Sketch-in-the-Loop Image Segmentation—0
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation—0
Compassionately Conservative Balanced Cuts for Image Segmentation—0
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation—0
Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks—0
Free Form based active contours for image segmentation and free space perception—0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation—0
FRAP analysis Measuring biophysical kinetic parameters using image analysis—0
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures—0
Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization—0
A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries—0
Framework for lung CT image segmentation based on UNet++—0
Fractional Calculus In Image Processing: A Review—0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation—0
FP-PET: Large Model, Multiple Loss And Focused Practice—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
Artificial neural networks and fuzzy logic for recognizing alphabet characters and mathematical symbols—0
FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images—0
Artificial Intelligence-based algorithms in medical image scan seg-mentation and intelligent visual-content generation -- a concise overview—0
A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models—0
Foundation Models for Biomedical Image Segmentation: A Survey—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
Multiset Neurons—0
Foundation AI Model for Medical Image Segmentation—0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields—0
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images—0
ForestEyes Project: Conception, Enhancements, and Challenges—0
Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
Foreground Clustering for Joint Segmentation and Localization in Videos and Images—0
Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion—0
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images—0
Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling—0
Flexibly Regularized Mixture Models and Application to Image Segmentation—0
Combining Contrast Invariant L1 Data Fidelities with Nonlinear Spectral Image Decomposition—0
Argmax Flows: Learning Categorical Distributions with Normalizing Flows—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning—0
Show:102550
← PrevPage 45 of 101Next →
All datasetsMSD (Mirror Segmentation Dataset)PMDMAS3KPascal Panoptic PartsRMASPASCAL VOCHuTu 80MARIDACOCO val2017ImageNetMSD HeartOxfordPets

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.92—Unverified
2HetNetIoU0.83—Unverified
3PMDIoU0.82—Unverified
4SANetIoU0.8—Unverified
5MirrorNetIoU0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.73—Unverified
2HetNetIoU0.69—Unverified
3SANetIoU0.67—Unverified
4PMDIoU0.66—Unverified
5MirrorNetIoU0.59—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetmIoU0.8—Unverified
2MAS-SAMmIoU0.79—Unverified
3MASNetmIoU0.74—Unverified
4ZoomNetmIoU0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1HIPIE (ViT-H)mIoUPartS63.8—Unverified
2PPSmIoUPartS58.6—Unverified
3HIPIE (ResNet-50)mIoUPartS57.2—Unverified
4JPPFmIoUPartS54.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MAS-SAMmIoU0.74—Unverified
2SAM2-UNetmIoU0.74—Unverified
3MASNetmIoU0.73—Unverified
4ZoomNetmIoU0.73—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CmIoU63.6—Unverified
2OneNete,4-SmAP0.552.75—Unverified
3OneNeted,4mIoU14.9—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetRDice0.98—Unverified
2PALEDDice0.98—Unverified
#ModelMetricClaimedVerifiedStatus
1ResAttUNetIoU0.67—Unverified
2UNetIoU0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1SynCo (ResNet-50) 200epmask AP35.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MobileOne-S0GFLOPs0.28—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4mIoU6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CDice Score0.97—Unverified