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Semantic Segmentation

Papers

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Showing 8551–8600 of 14763 papers

TitleStatusHype
The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning—0
OASIS: One-pass aligned Atlas Set for Image Segmentation—0
Mining of Single-Class by Active Learning for Semantic Segmentation—0
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation—0
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation—0
The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation—0
The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture—0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation—0
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation—0
The Worrisome Impact of an Inter-rater Bias on Neural Network Training—0
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation—0
Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization—0
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM—0
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution—0
The iterative convolution-thresholding method (ICTM) for image segmentation—0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation—0
Weakly Supervised Multi-Object Tracking and Segmentation—0
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts—0
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation—0
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks—0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation—0
The Linear Attention Resurrection in Vision Transformer—0
NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction—0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation—0
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation—0
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes—0
NuClick: From Clicks in the Nuclei to Nuclear Boundaries—0
The Marine Debris Forward-Looking Sonar Datasets—0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms—0
The Method of Multimodal MRI Brain Image Segmentation Based on Differential Geometric Features—0
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks—0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
The most general manner to injectively align true and predicted segments—0
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture—0
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions—0
Weakly supervised pan-cancer segmentation tool—0
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review—0
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation—0
Theoretical Analysis of Active Contours on Graphs—0
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery—0
The ParallelEye Dataset: Constructing Large-Scale Artificial Scenes for Traffic Vision Research—0
The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics.—0
Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation—0
The Potential of Visual ChatGPT For Remote Sensing—0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation—0
Weakly Supervised Point Clouds Transformer for 3D Object Detection—0
The RaspGrade Dataset: Towards Automatic Raspberry Ripeness Grading with Deep Learning—0
The Regularizing Effect of Different Output Layer Designs in Deep Neural Networks—0
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation—0
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework—0
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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
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