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Semantic Segmentation

Papers

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Showing 14651–14700 of 14763 papers

TitleStatusHype
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasetsCode0
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB)Code0
Weakly Supervised Clustering by Exploiting Unique Class CountCode0
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene UnderstandingCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation ModelsCode0
Auxiliary Tasks in Multi-task LearningCode0
A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal TractCode0
Adaptive Prototype Replay for Class Incremental Semantic SegmentationCode0
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered ScenesCode0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval ManuscriptsCode0
Constrained-CNN losses for weakly supervised segmentationCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
Adaptive Morphological Reconstruction for Seeded Image SegmentationCode0
iCAR: Bridging Image Classification and Image-text Alignment for Visual RecognitionCode0
Consistency Regularization for Domain AdaptationCode0
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical ImagesCode0
Adaptive Memory Management for Video Object SegmentationCode0
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide ImagesCode0
ICNet for Real-Time Semantic Segmentation on High-Resolution ImagesCode0
Adaptive Masked Proxies for Few-Shot SegmentationCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover DesignCode0
IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained EnvironmentsCode0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Identifying and Tracking Solar Magnetic Flux Elements with Deep LearningCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
A multi-contrast MRI approach to thalamus segmentationCode0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian OperationsCode0
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation NetworkCode0
Automatic Segmentation of the Spinal Cord Nerve RootletsCode0
LadderNet: Multi-path networks based on U-Net for medical image segmentationCode0
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic SegmentationCode0
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
iFS-RCNN: An Incremental Few-shot Instance SegmenterCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic SegmentationCode0
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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