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Semantic Texton Forests for Image Categorization and Segmentation
2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008We propose semantic texton forests, efficient and powerful new low-level features. These are ensembles of decision trees that act directly on image pixels, and therefore do not need the expensive computation of filter-bank responses or local descriptors.
Jamie Shotton +2 more
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Semantic segmentation of angiographic images
Proceedings of 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2002The overall purpose of this work is to identify objects in an angiographic sequence by exploiting the temporal correlation between adjacent frames for analysis and compression purposes. The detection of the vascular tree in a reference image can support segmentation in adjacent frames by reducing the detection problem to a tracking procedure along the ...
Menegaz, Gloria, Lancini, Rosa
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Improved methods and analysis for semantic image segmentation
2020Modernes “deep learning" hat in den letzten Jahren erstaunliche Entwicklungen im Bereich Computer Vision ermöglicht (Hinton and Salakhutdinov, 2006; Krizhevsky et al., 2012). Eine grundlegende Aufgabe der semantischen Segmentierung ist es, labels für jedes Pixel von Bildern vorherzusagen, wodurch die Wahrnehmung der visuellen Welt durch Maschinen ...
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Semantic Segmentation of Equirectangular Images with UniFuse
2022 IEEE 11th Global Conference on Consumer Electronics (GCCE), 2022Atsushi Yokota, Shigang Li
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Synergy between Semantic Segmentation and Image Denoising via Alternate Boosting
ACM Transactions on Multimedia Computing, Communications and Applications, 2023Shunxin Xu, Dong Liu, Zhiwei Xiong
exaly
FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation
IEEE/CAA Journal of Automatica Sinica, 2021Long Chen, Zihao Ye, Hongyan Guo
exaly
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Linshan Wu, Leyuan Fang, Xingxin He
exaly
Linshan Wu, Leyuan Fang, Xingxin He
exaly
Coarse-to-Fine Semantic Segmentation From Image-Level Labels
IEEE Transactions on Image Processing, 2020Longlong Jing, Yingli Tian
exaly

