Keyword

interactive segmentation

Description: An image analysis method in which users guide algorithms to separate objects or regions from an image.

Primary topic: Medical Image Segmentation Techniques (66%)

OpenAlex ID: keywords/interactive-image-segmentation

"GrabCut"

2004 · Carsten Rother, Vladimir Kolmogorov, et al. · ACM Transactions on Graphics · 5,698

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Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images

2002 · Y.Y. Boykov, M.-P. Jolly · IEEE International Conference on Computer Vision (ICCV) · 3,656

Random Walks for Image Segmentation

2006 · L. Grady · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,620

Ilastik: Interactive learning and segmentation toolkit

2011 · Christoph Sommer, Christoph Straehle, et al. · IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) · 1,168

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

2009 · T. Heimann, B. van Ginneken, et al. · IEEE Transactions on Medical Imaging · 1,131

ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

2016 · Di Lin, Jifeng Dai, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,125

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ClassCut for Unsupervised Class Segmentation

2010 · Bogdan Alexe, Thomas Deselaers, et al. · Lecture notes in computer science · 993

A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors

2008 · R. Szeliski, R. Zabih, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 966

Interactive Facial Feature Localization

2012 · Vuong Le, Jonathan Brandt, et al. · Lecture notes in computer science · 958

"GrabCut"

2004 · Carsten Rother, Vladimir Kolmogorov, et al. · ACM SIGGRAPH Conference Papers (SIGGRAPH) · 935

Medical image segmentation using deep learning: A survey

2022 · Risheng Wang, Tao Lei, et al. · IET Image Processing · 895

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Segment anything model for medical image analysis: An experimental study

2023 · Maciej A. Mazurowski, Haoyu Dong, et al. · Medical Image Analysis · 784

The 2018 DAVIS Challenge on Video Object Segmentation

2018 · Caelles, Sergi, Montes, Alberto, et al. · arXiv (Cornell University) · 744

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Fast Cost-Volume Filtering for Visual Correspondence and Beyond

2012 · Asmaa Hosni, Christoph Rhemann, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 676

Interactive Segmentation with Intelligent Scissors

1998 · Eric N. Mortensen, William A. Barrett · Graphical Models and Image Processing · 546

Segment anything model for medical images?

2023 · Yuhao Huang, Xin Yang, et al. · Medical Image Analysis · 530

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Interactive Image Segmentation Using an Adaptive GMMRF Model

2004 · Andrew Blake, Carsten Rother, et al. · Lecture notes in computer science · 529

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

2018 · Guotai Wang, Maria A. Zuluaga, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 499

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Fast cost-volume filtering for visual correspondence and beyond

2011 · Christoph Rhemann, Asmaa Hosni, et al. · 497

User-Steered Image Segmentation Paradigms: Live Wire and Live Lane

1998 · Alexandre X. Falcão, Jayaram K. Udupa, et al. · Graphical Models and Image Processing · 481

Deep Extreme Cut: From Extreme Points to Object Segmentation

2018 · K.-K. Maninis, S. Caelles, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 464

A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting

2007 · Xue Bai, Guillermo Sapiro · IEEE International Conference on Computer Vision (ICCV) · 438

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Shape-based interpolation of multidimensional objects

1990 · S.P. Raya, J.K. Udupa · IEEE Transactions on Medical Imaging · 435

Dynamic programming for detecting, tracking, and matching deformable contours

1995 · D. Geiger, A. Gupta, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 430

Interactive image segmentation by maximal similarity based region merging

2009 · Jifeng Ning, Lei Zhang, et al. · Pattern Recognition · 424

Works count: 3,327

Citation count: 66,180