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Semantic Segmentation

Papers

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Showing 7301–7350 of 14763 papers

TitleStatusHype
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System—0
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement—0
3D Freehand Ultrasound using Visual Inertial and Deep Inertial Odometry for Measuring Patellar Tracking—0
LULC Segmentation of RGB Satellite Image Using FCN-8—0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving—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
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation—0
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images—0
Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices—0
Latents of latents to delineate pixels: hybrid Matryoshka autoencoder-to-U-Net pairing for segmenting large medical images in GPU-poor and low-data regimes—0
First arrival picking using U-net with Lovasz loss and nearest point picking method—0
Latent Space Unsupervised Semantic Segmentation—0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project—0
LatticeNet: Fast Spatio-Temporal Point Cloud Segmentation Using Permutohedral Lattices—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
LULC classification by semantic segmentation of satellite images using FastFCN—0
Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns—0
Layered Image Vectorization via Semantic Simplification—0
Layered Logic Classifiers: Exploring the `And' and `Or' Relations—0
Layered Scene Decomposition via the Occlusion-CRF—0
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation—0
Layout Aware Inpainting for Automated Furniture Removal in Indoor Scenes—0
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications—0
Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution—0
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation—0
Accurately identifying vertebral levels in large datasets—0
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation—0
Finger Vein Recognition by Generating Code—0
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms—0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation—0
Leader360V: The Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment—0
Fine tuning U-Net for ultrasound image segmentation: which layers?—0
Leaf Segmentation and Counting with Deep Learning: on Model Certainty, Test-Time Augmentation, Trade-Offs—0
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks—0
LeAP: Consistent multi-domain 3D labeling using Foundation Models—0
Learnable Bernoulli Dropout for Bayesian Deep Learning—0
LSVOS Challenge 3rd Place Report: SAM2 and Cutie based VOS—0
Learnable Histogram: Statistical Context Features for Deep Neural Networks—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
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation—0
Learned Image Compression for Machine Perception—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
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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