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Segmentation

Papers

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Showing 3701–3750 of 13072 papers

TitleStatusHype
Image Segmentation: Inducing graph-based learningCode0
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images—0
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data—0
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic SegmentationCode0
Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans—0
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis—0
The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge—0
A Novel Vision Transformer for Camera-LiDAR Fusion based Traffic Object Segmentation—0
Framework for lung CT image segmentation based on UNet++—0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
Unsupervised Class Generation to Expand Semantic Segmentation Datasets—0
Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training—0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
Evidential Calibrated Uncertainty-Guided Interactive Segmentation paradigm for Ultrasound Images—0
Leverage Cross-Attention for End-to-End Open-Vocabulary Panoptic Reconstruction—0
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery—0
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation—0
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation—0
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor SegmentationCode0
NTClick: Achieving Precise Interactive Segmentation With Noise-tolerant Clicks—0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels—0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Take the Bull by the Horns: Learning to Segment Hard SamplesCode0
Generative Hard Example Augmentation for Semantic Point Cloud Segmentation—0
EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion—0
WISNet: Pseudo Label Generation on Unbalanced and Patch Annotated Waste Images—0
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model—0
Decoupled Motion Expression Video Segmentation—0
SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation—0
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space—0
Towards Continual Universal Segmentation—0
Segmenting Maxillofacial Structures in CBCT Volumes—0
D^3CTTA: Domain-Dependent Decorrelation for Continual Test-Time Adaption of 3D LiDAR Segmentation—0
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation—0
Understanding Multi-Task Activities from Single-Task Videos—0
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning—0
EntitySAM: Segment Everything in Video—0
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation—0
Text Augmented Correlation Transformer For Few-shot Classification & Segmentation—0
Scaling up Image Segmentation across Data and Tasks—0
Unified Medical Lesion Segmentation via Self-referring Indicator—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models—0
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation—0
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation—0
Advancing Manga Analysis: Comprehensive Segmentation Annotations for the Manga109 Dataset—0
PolarNeXt: Rethink Instance Segmentation with Polar Representation—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