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Semantic Segmentation

Papers

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Showing 12801–12850 of 14763 papers

TitleStatusHype
CUSUM Filter for Brain Segmentation on DSC Perfusion MR Head Scans with Abnormal Brain Anatomy—0
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction—0
AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss—0
An Approach for Adaptive Automatic Threat Recognition Within 3D Computed Tomography Images for Baggage Security Screening—0
Scale-Adaptive Neural Dense Features: Learning via Hierarchical Context AggregationCode0
Micro-Batch Training with Batch-Channel Normalization and Weight StandardizationCode0
Residual Pyramid Learning for Single-Shot Semantic SegmentationCode0
Scene Understanding for Autonomous Manipulation with Deep Learning—0
Value of Temporal Dynamics Information in Driving Scene Segmentation—0
The CASE Dataset of Candidate Spaces for Advert Implantation—0
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids—0
Learning Disentangled Representations of Satellite Image Time Series—0
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI—0
Dilated deeply supervised networks for hippocampus segmentation in MRICode0
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants—0
Robust Image Segmentation Quality Assessment—0
Interactive segmentation of medical images through fully convolutional neural networks—0
Efficient Smoothing of Dilated Convolutions for Image SegmentationCode0
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras—0
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules—0
Learning Correspondence from the Cycle-Consistency of TimeCode0
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design—0
SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches—0
Real time backbone for semantic segmentation—0
A Cross-Season Correspondence Dataset for Robust Semantic SegmentationCode0
Concatenated Feature Pyramid Network for Instance Segmentation—0
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban ScenesCode0
Visual Semantic Information Pursuit: A Survey—0
Scalable Deep Convolutional Neural Networks for Sparse, Locally Dense Liquid Argon Time Projection Chamber Data—0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation—0
Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation—0
Knowledge Adaptation for Efficient Semantic Segmentation—0
Generating superpixels using deep image representations—0
Exploring OpenStreetMap Availability for Driving Environment Understanding—0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks—0
Structured Knowledge Distillation for Dense PredictionCode0
Sliced Wasserstein Discrepancy for Unsupervised Domain AdaptationCode0
Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative—0
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture SearchCode0
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation—0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
Robust Semantic Segmentation By Dense Fusion Network On Blurred VHR Remote Sensing Images—0
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom UpCode0
Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data—0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot LearningCode0
IMEXnet: A Forward Stable Deep Neural NetworkCode0
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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