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Segmentation

Papers

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Showing 2701–2750 of 13072 papers

TitleStatusHype
DiffVein: A Unified Diffusion Network for Finger Vein Segmentation and Authentication—0
CoFiNet: Unveiling Camouflaged Objects with Multi-Scale Finesse—0
A Contrario Paradigm for YOLO-based Infrared Small Target Detection—0
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image SegmentationCode2
Delving into Decision-based Black-box Attacks on Semantic Segmentation—0
Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective NetworksCode0
TSJNet: A Multi-modality Target and Semantic Awareness Joint-driven Image Fusion Network—0
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and ClassificationCode0
MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures—0
A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation—0
Comparative Evaluation of Traditional and Deep Learning-Based Segmentation Methods for Spoil Pile Delineation Using UAV Images—0
Datacube segmentation via Deep Spectral ClusteringCode0
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian DecompositionCode2
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text SegmentationCode3
Weakly-Supervised Detection of Bone Lesions in CT—0
Revisiting speech segmentation and lexicon learning with better features—0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model—0
Segmentation and Characterization of Macerated Fibers and Vessels Using Deep Learning—0
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation—0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention—0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography—0
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological imagesCode0
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data—0
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image SegmentationCode1
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology—0
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based ConstraintsCode0
Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction—0
On generalisability of segment anything model for nuclear instance segmentation in histology images—0
UrbanGenAI: Reconstructing Urban Landscapes using Panoptic Segmentation and Diffusion Models—0
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds—0
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention—0
TriSAM: Tri-Plane SAM for zero-shot cortical blood vessel segmentation in VEM images—0
Grounded SAM: Assembling Open-World Models for Diverse Visual TasksCode9
pix2gestalt: Amodal Segmentation by Synthesizing WholesCode3
Vivim: a Video Vision Mamba for Medical Video SegmentationCode2
Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label PairsCode1
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classificationCode0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Tissue Cross-Section and Pen Marking Segmentation in Whole Slide ImagesCode1
Segmenting Cardiac Muscle Z-disks with Deep Neural Networks—0
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation—0
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor SegmentationCode0
Tyche: Stochastic In-Context Learning for Medical Image SegmentationCode2
PA-SAM: Prompt Adapter SAM for High-Quality Image SegmentationCode2
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified