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Semantic Segmentation

Papers

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Showing 7401–7425 of 14763 papers

TitleStatusHype
Deformably-Scaled Transposed Convolution—0
Learning Dense Convolutional Embeddings for Semantic Segmentation—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
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation—0
Learning Discriminators as Energy Networks in Adversarial Learning—0
Learning Disentangled Representations of Satellite Image Time Series—0
Learning Disentangled Representations via Independent Subspaces—0
Learning Dynamic Hierarchical Models for Anytime Scene Labeling—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
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
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models—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
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation—0
Learning from Exemplars for Interactive Image Segmentation—0
Making Vision Transformers Truly Shift-Equivariant—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
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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