Danail Stoyanov
Computer Vision and Pattern Recognition · 2007–2020
A researcher in the Science corpus: 8 papers; trusts 3 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 92 citations into it
- Artificial Intelligence — 84 citations into it
- Reinforcement Learning — 7 citations into it
Whom Danail Stoyanov trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Danail Stoyanov overall
Papers from Danail Stoyanov's perspective
Ordered by how strongly the researchers Danail Stoyanov trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Fully convolutional networks for semantic segmentation
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Caffe: Convolutional Architecture for Fast Feature Embedding
- Pattern Recognition and Machine Learning
Their papers
- Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge (2017) — 414 citations
- Surgical data science for next-generation interventions (2017) — 522 citations
- Why rankings of biomedical image analysis competitions should be interpreted with care (2018) — 393 citations
- Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions (2016) — 215 citations
- 2017 Robotic Instrument Segmentation Challenge (2019) — 310 citations
- Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery (2013) — 301 citations
- Surgical data science – from concepts toward clinical translation (2020) — 323 citations
- Ambient and Wearable Sensor Fusion for Activity Recognition in Healthcare Monitoring Systems (2007) — 111 citations