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Semantic Segmentation

Papers

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Showing 7501–7550 of 14763 papers

TitleStatusHype
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation—0
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation—0
Find my mug: Efficient object search with a mobile robot using semantic segmentation—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
Learning Probabilistic Topological Representations Using Discrete Morse Theory—0
Learning Propagation for Arbitrarily-structured Data—0
A Sentence Is Worth a Thousand Pixels—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—0
Learning random-walk label propagation for weakly-supervised semantic segmentation—0
Learning Referring Video Object Segmentation from Weak Annotation—0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation—0
Learning Representations from Audio-Visual Spatial Alignment—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images—0
Learning Rich Representations For Structured Visual Prediction Tasks—0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
Financial Table Extraction in Image Documents—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
Learning Semantic Neural Tree for Human Parsing—0
Learning Semantic Segmentation from Multiple Datasets with Label Shifts—0
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach—0
Comparative analysis of deep learning approaches for AgNOR-stained cytology samples interpretation—0
Learning Semantic Segmentation with Diverse Supervision—0
A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Dense RGB-D semantic mapping with Pixel-Voxel neural network—0
Learning Shape-Aware Embedding for Scene Text Detection—0
Compact retail shelf segmentation for mobile deployment—0
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Visual Similarity Attention—0
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks—0
Learning Spatial-Semantic Features for Robust Video Object Segmentation—0
Dense Semantic Image Segmentation with Objects and Attributes—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification—0
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
3D for Free: Crossmodal Transfer Learning using HD Maps—0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation—0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
A Semi-automatic System for Ground Truth Generation of Soccer Video Sequences—0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference—0
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation—0
Learning the What and How of Annotation in Video Object Segmentation—0
Mask-Guided Matting in the Wild—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