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Semantic Segmentation

Papers

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Showing 6301–6350 of 14763 papers

TitleStatusHype
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving—0
BACS: Background Aware Continual Semantic SegmentationCode0
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models—0
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images—0
Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders—0
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture—0
ESC: Evolutionary Stitched Camera Calibration in the Wild—0
A Point-Based Approach to Efficient LiDAR Multi-Task Perception—0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation—0
Deep Gaussian mixture model for unsupervised image segmentationCode0
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation—0
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation—0
Group-On: Boosting One-Shot Segmentation with Supportive Query—0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds—0
A Perspective on Deep Vision Performance with Standard Image and Video Codecs—0
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery—0
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation—0
Boosting Medical Image Segmentation Performance with Adaptive Convolution LayerCode0
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation—0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Mixed Prototype Consistency Learning for Semi-supervised Medical Image Segmentation—0
Vocabulary-free Image Classification and Semantic SegmentationCode0
Contextrast: Contextual Contrastive Learning for Semantic Segmentation—0
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas ImagingCode0
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network—0
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation—0
Adversarial Identity Injection for Semantic Face Image Synthesis—0
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark—0
LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Embodied Intelligence System—0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain TransferCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Human-in-the-Loop Segmentation of Multi-species Coral ImageryCode0
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation—0
ODFormer: Semantic Fundus Image Segmentation Using Transformer for Optic Nerve Head Detection—0
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL—0
Adaptive Patching for High-resolution Image Segmentation with Transformers—0
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation—0
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation—0
Structured Model Pruning for Efficient Inference in Computational Pathology—0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning—0
Adapting the Segment Anything Model During Usage in Novel Situations—0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy—0
AdaContour: Adaptive Contour Descriptor with Hierarchical RepresentationCode0
Practical Region-level Attack against Segment Anything ModelsCode0
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised 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
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