17 citations · 17 across the 5 of their papers we have counts for
6 papers
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment
Amirsaeed Yazdani, Xuelu Li, Vishal Monga
Active Learning (AL) for semantic segmentation is challenging due to heavy class imbalance and different ways of defining "sample" (pixels, areas, etc.), leaving the interpretation…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Physically Inspired Dense Fusion Networks for Relighting
Amirsaeed Yazdani, Tiantong Guo, Vishal Monga
Image relighting has emerged as a problem of significant research interest inspired by augmented reality applications. Physics-based traditional methods, as well as black box deep…
Simultaneous Denoising and Localization Network for Photoacoustic Target Localization
Amirsaeed Yazdani, Sumit Agrawal, Kerrick Johnstonbaugh +2
A significant research problem of recent interest is the localization of targets like vessels, surgical needles, and tumors in photoacoustic (PA) images. To achieve accurate locali…
NTIRE 2021 Depth Guided Image Relighting Challenge
Majed El Helou, Ruofan Zhou, Sabine Susstrunk +1
Image relighting is attracting increasing interest due to its various applications. From a research perspective, image relighting can be exploited to conduct both image normalizati…
Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks
Amirsaeed Yazdani, Yung-Chen Sun, Nicholas B. Stephens +2
It is common in anthropology and paleontology to address questions about extant and extinct species through the quantification of osteological features observable in micro-computed…