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Semantic Segmentation

Papers

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Showing 4501–4550 of 14763 papers

TitleStatusHype
An Active Contour Model Driven By the Hybrid Signed Pressure Function—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation—0
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation—0
3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints—0
Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly—0
Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting—0
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks—0
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform—0
DesnowNet: Context-Aware Deep Network for Snow Removal—0
An Accurate Texture Complexity Estimation for Quality-Enhanced and Secure Image Steganography—0
Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation—0
Design of Real-time Semantic Segmentation Decoder for Automated Driving—0
BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images—0
Designing DNNs for a trade-off between robustness and processing performance in embedded devices—0
Be Your Own Prada: Fashion Synthesis with Structural Coherence—0
An Access Control Method with Secret Key for Semantic Segmentation Models—0
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images—0
Design equivariant neural networks for 3D point cloud—0
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images—0
Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal—0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation—0
Descriptor-Free Multi-View Region Matching for Instance-Wise 3D Reconstruction—0
Descriptive Modeling of Textiles using FE Simulations and Deep Learning—0
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency—0
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation—0
An Abstraction Model for Semantic Segmentation Algorithms—0
Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success—0
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation—0
Derivate-based Component-Trees for Multi-Channel Image Segmentation—0
Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread—0
Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video—0
Depth-wise layering of 3d images using dense depth maps: a threshold based approach—0
Depth-SIMS: Semi-Parametric Image and Depth Synthesis—0
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation—0
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation—0
Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields—0
DepthSeg: Depth prompting in remote sensing semantic segmentation—0
Depth Not Needed - An Evaluation of RGB-D Feature Encodings for Off-Road Scene Understanding by Convolutional Neural Network—0
A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization—0
Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes—0
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization—0
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields—0
Sketch2code: Generating a website from a paper mockup—0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
Depth-Guided Semi-Supervised Instance Segmentation—0
Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics—0
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks—0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models—0
A multi-task U-net for segmentation with lazy labels—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