Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation
Lin, Guosheng, Shen, Chunhua, van den Hengel, Anton, Reid, Ian·2016·2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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- Locally Shared Features: An Efficient Alternative to Conditional Random Field for Semantic SegmentationZhengeng Yang, Hongshan Yu, Wei Jie Sun, Zhi‐Hong Mao, Mingui Sun · 2018 · IEEE Access
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- FPANet: Feature-enhanced position attention network for semantic segmentationHaixia Xu, Shuailong Wang, Yunjia Huang, Wei Zhou, Qi Chen, Dongbo Zhang · 2021 · Machine Vision and Applications
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- PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationS. Nagendra, Daniel Kifer · 2024 · IEEE Winter Conference on Applications of Computer Vision
- ApesNetChunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai Helen Li, Yiran Chen · 2016
- Widening residual refine edge reserved neural network for semantic segmentationWen Su, Zengfu Wang · 2019 · Multimedia Tools and Applications
- Semantic Segmentation of High-Resolution Aerial Imagery with W-Net ModelsMaria Dias, João Monteiro, Jacinto Estima, Joel Silva, Bruno Martins · 2019 · Lecture notes in computer science
- Robust Scene Parsing by Mining Supportive Knowledge From DatasetAo Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu · 2021 · IEEE Transactions on Neural Networks and Learning Systems
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- Learning High-level Prior with Convolutional Neural Networks for Semantic SegmentationHaitian Zheng, Yebin Liu, Mengqi Ji, Feng Wu, Lu Fang · 2015 · arXiv (Cornell University)
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- Efficient Dual-Attention-Based Knowledge Distillation Network for Unsupervised Wafer Map Anomaly DetectionMohammad Mehedi Hasan, Naigong Yu, Imran Khan Mirani · 2024 · IEEE Transactions on Semiconductor Manufacturing
- Pixel-Wise Localization of Concealed Objects on Millimeter-Wave Radar Images Using Deep LearningMahshid Asri, Rahul Chowdhury, Allison Care, David Femi Lamptey, Ann W. Morgenthaler, Octavia Camps, Carey M. Rappaport · 2024 · IEEE Transactions on Radar Systems
- A DBN-crf for spectral-spatial classification of hyperspectral dataPing Zhong, Zhiqiang Gong, Carola‐Bibiane Schönlieb · 2016 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
- Resilient Communication, Object Classification and Data Fusion in Unmanned Aerial SystemsJacob A. Allison, Raymond Ptucha, Sergey Edward Lyshevski · 2018 · International Conference on Unmanned Aircraft Systems (ICUAS)
- Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic SegmentationTong Shen, Guosheng Lin, Chunhua Shen, Ian D. Reid · 2017 · International Joint Conference on Artificial Intelligence
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- Semantic Segmentation Based on Depth Background BlurHao Li, Changjiang Liu, Anup Basu · 2022 · Applied Sciences
- Scale-aware attention network for weakly supervised semantic segmentationZhiyuan Cao, Yufei Gao, Jiacai Zhang · 2022 · Neurocomputing
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- CBFNet: Constraint balance factor for semantic segmentationHaojun Xu, Yan Gao, Jie Li, Xinbo Gao · 2020 · Neurocomputing
- Adaptive Context Encoding Module for Semantic SegmentationCongcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle · 2020 · Electronic Imaging
- Fast Semantic Image Segmentation with High Order Context and Guided FilteringFalong Shen, Gang Zeng · 2016 · arXiv (Cornell University)
- Semantic Video Segmentation: A Review on Recent ApproachesMohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou, Mahmood Fathy · 2018 · arXiv (Cornell University)
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