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Semantic Segmentation

Papers

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Showing 7451–7500 of 14763 papers

TitleStatusHype
Learning Hyperspectral Feature Extraction and Classification with ResNeXt Network—0
Learning Image Representations by Completing Damaged Jigsaw Puzzles—0
Comparison of lidar semantic segmentation performance on the structured SemanticKITTI and off-road RELLIS-3D datasets—0
Fine-grained Synthesis of Unrestricted Adversarial Examples—0
Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks—0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
Learning Instance-Specific Adaptation for Cross-Domain Segmentation—0
Fine-grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images—0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning—0
Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures—0
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation—0
Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks—0
Learning Mask Invariant Mutual Information for Masked Image Modeling—0
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images—0
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks?—0
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities—0
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation—0
Fine-Grained Crowd Counting—0
Comparing YOLOv8 and Mask RCNN for object segmentation in complex orchard environments—0
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation—0
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
Learning Multi-Object Tracking and Segmentation from Automatic Annotations—0
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy—0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image 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
A Sentence Is Worth a Thousand Pixels—0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation—0
Finding the Most Transferable Tasks for Brain Image Segmentation—0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation—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
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
Learning Object Placement by Inpainting for Compositional Data Augmentation—0
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks—0
Financial Table Extraction in Image Documents—0
Learning Ordinality in Semantic Segmentation—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
Learning Part Segmentation from Synthetic Animals—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Learning Personalized Modular Network Guided by Structured Knowledge—0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network—0
Learning Pixel Representations for Generic Segmentation—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—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