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Semantic Segmentation

Papers

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Showing 7401–7450 of 14763 papers

TitleStatusHype
Deformably-Scaled Transposed Convolution—0
Learning Dense Convolutional Embeddings for Semantic Segmentation—0
3D Freehand Ultrasound using Visual Inertial and Deep Inertial Odometry for Measuring Patellar Tracking—0
Map-aided annotation for pole base detection—0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving—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
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation—0
Compassionately Conservative Balanced Cuts for Image Segmentation—0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices—0
First arrival picking using U-net with Lovasz loss and nearest point picking method—0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project—0
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions—0
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection—0
Many Perception Tasks are Highly Redundant Functions of their Input Data—0
Mapping Vulnerable Populations with AI—0
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation—0
Learning from Exemplars for Interactive Image Segmentation—0
Accurately identifying vertebral levels in large datasets—0
Finger Vein Recognition by Generating Code—0
Fine tuning U-Net for ultrasound image segmentation: which layers?—0
Mammogram Edge Detection Using Hybrid Soft Computing Methods—0
Fine-tuning vision foundation model for crack segmentation in civil infrastructures—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
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation—0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—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
M3Act: Learning from Synthetic Human Group Activities—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
Fine-Grained Crowd Counting—0
Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm—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
MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network—0
Visually Consistent Hierarchical Image Classification—0
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation—0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy—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