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Semantic Segmentation

Papers

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Showing 4001–4050 of 14763 papers

TitleStatusHype
Efficient Segmentation with Texture in Ore Images Based on Box-supervised ApproachCode0
PolyMaX: General Dense Prediction with Mask Transformer—0
Reducing the Side-Effects of Oscillations in Training of Quantized YOLO Networks—0
Single-shot Tomography of Discrete Dynamic ObjectsCode0
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification—0
SAMVG: A Multi-stage Image Vectorization Model with the Segment-Anything Model—0
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image SegmentationCode1
Learning the What and How of Annotation in Video Object Segmentation—0
Lidar Annotation Is All You NeedCode1
Are foundation models efficient for medical image segmentation?—0
SKU-Patch: Towards Efficient Instance Segmentation for Unseen Objects in Auto-Store—0
OmniVec: Learning robust representations with cross modal sharing—0
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images—0
Video Instance MattingCode1
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
Supervised domain adaptation for building extraction from off-nadir aerial images—0
Truly Scale-Equivariant Deep Nets with Fourier LayersCode0
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence—0
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene UnderstandingCode1
Leveraging point annotations in segmentation learning with boundary loss—0
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving—0
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet—0
Zero-Shot Enhancement of Low-Light Image Based on Retinex DecompositionCode0
Masking Hyperspectral Imaging Data with Pretrained ModelsCode0
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis—0
Pelvic floor MRI segmentation based on semi-supervised deep learning—0
GLaMM: Pixel Grounding Large Multimodal ModelCode2
Deep Image Semantic Communication Model for Artificial Intelligent Internet of ThingsCode1
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—0
An Empirical Study of Uncertainty in Polygon Annotation and the Impact of Quality Assurance—0
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image SegmentationCode0
TFNet: Tuning Fork Network with Neighborhood Pixel Aggregation for Improved Building Footprint Extraction—0
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation—0
Dataset for flood area recognition with semantic segmentation—0
Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM MicrographsCode1
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound ScalingCode1
Using DUCK-Net for Polyp Image SegmentationCode1
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imageryCode0
Medical Image Segmentation with Domain Adaptation: A SurveyCode2
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-SupervisionCode2
AiluRus: A Scalable ViT Framework for Dense PredictionCode0
MemorySeg: Online LiDAR Semantic Segmentation with a Latent Memory—0
Scattering Vision Transformer: Spectral Mixing Matters—0
Overhead Line Defect Recognition Based on Unsupervised Semantic Segmentation—0
Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation—0
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation—0
A deep learning experiment for semantic segmentation of overlapping characters in palimpsests—0
Hybrid-Fusion Transformer for Multisequence MRICode0
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts—0
SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified