MarineSeg: A CNN–transformer hybrid architecture with feature voting decoder for robust semantic segmentation in USV-captured images
Qingyang Gu, Baoyuan Deng, Yunze He, Yongjie Zhang, Liang Cheng, Yaonan Wang
Topics & Concepts
Computer scienceArtificial intelligencePoolingSegmentationConvolutional neural networkPattern recognition (psychology)VotingFeature (linguistics)Key (lock)Machine learningDeep learningFeature learningFeature extractionImage segmentationSemantic gapComputer visionArchitectureTransformerContextual image classificationComputational complexity theoryConvolutional codeSemantic featureDecoding methodsWeighted votingRobustness (evolution)Majority ruleSemantics (computer science)Data miningBlock (permutation group theory)Discriminative modelObject detectionAdvanced Neural Network ApplicationsImage Enhancement TechniquesMaritime Navigation and Safety