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Semantic Segmentation

Papers

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Showing 7101–7150 of 14763 papers

TitleStatusHype
A multiscale graph cut approach to bright-field multiple cell image segmentation using a Bhattacharyya measure—0
Adapting Mask-RCNN for Automatic Nucleus Segmentation—0
Denoised Non-Local Neural Network for Semantic Segmentation—0
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving—0
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases—0
A Multi-Scale Feature Extraction and Fusion Deep Learning Method for Classification of Wheat Diseases—0
Demotivate adversarial defense in remote sensing—0
Demonstrate Once, Imitate Immediately (DOME): Learning Visual Servoing for One-Shot Imitation Learning—0
Delving into Transformer for Incremental Semantic Segmentation—0
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology—0
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation—0
Better (pseudo-)labels for semi-supervised instance segmentation—0
Delving into Decision-based Black-box Attacks on Semantic Segmentation—0
Better Image Segmentation by Exploiting Dense Semantic Predictions—0
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle—0
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation—0
A Multiphase Image Segmentation Based on Fuzzy Membership Functions and L1-norm Fidelity—0
Adapting a Segmentation Foundation Model for Medical Image Classification—0
3D Shape Segmentation with Geometric Deep Learning—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
Sketch2code: Generating a website from a paper mockup—0
Bethe Learning of Conditional Random Fields via MAP Decoding—0
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation—0
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations—0
BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation—0
Deformably-Scaled Transposed Convolution—0
Deformable-Heatmap-Segmentation for Automobile Visual Perception—0
Deformable Filter Convolution for Point Cloud Reasoning—0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration—0
A Multimodal Vision Sensor for Autonomous Driving—0
3D Shape Segmentation via Shape Fully Convolutional Networks—0
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving—0
Benefits of Linear Conditioning with Metadata for Image Segmentation—0
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
DefMamba: Deformable Visual State Space Model—0
Defensive Perception: Estimation and Monitoring of Neural Network Performance under Deployment—0
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis—0
Benefiting from Multitask Learning to Improve Single Image Super-Resolution—0
Bend-Net: Bending Loss Regularized Multitask Learning Network for Nuclei Segmentation in Histopathology Images—0
Defending Against Universal Perturbations With Shared Adversarial Training—0
Defect Detection in Synthetic Fibre Ropes using Detectron2 Framework—0
DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry—0
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions—0
Deep Visual Domain Adaptation: A Survey—0
Deep Visual Domain Adaptation—0
Benchmarking the Robustness of Semantic Segmentation Models—0
A multilevel thresholding algorithm using Electromagnetism Optimization—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