Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans
Zhang Q, Heldermon C, Toler-Franklin C. Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans. Advances in Visual Computing. ISVC 2020. Lecture Notes in Computer Science. 2020 October; 12509. DOI: https://doi.org/10.1007/978-3-030-64559-5_11 Abstract We present an algorithm for multi-scale tumor (chimeric cell) detection in high resolution slide scans. The broad range of tumor sizes in […]
3-D Material Style Transfer for Reconstructing Unknown Appearance in Complex Natural Materials
Ranjan S, Toler-Franklin C. 3-D Material Style Transfer for Reconstructing Unknown Appearance in Complex Natural Materials arXiv:2112.15589. 2021. https://arxiv.org/abs/2112.15589 Abstract We propose a 3-D material style transfer framework for reconstructing invisible (or faded) appearance properties in complex natural materials. Our algorithm addresses the technical challenge of transferring appearance properties from one object to another of […]
Non-Photorealistic Rendering of Layered Materials: A Multispectral Approach
Toler-Franklin C, Ranjan S. Non-Photorealistic Rendering of Layered Materials: A Multispectral Approach arXiv:2109.00780. 2021. https://arxiv.org/abs/2109.00780 Abstract We present multispectral rendering techniques for visualizing layered materials found in biological specimens. We are the first to use acquired data from the near-infrared and ultraviolet spectra for non-photorealistic rendering (NPR). Several plant and animal species are more comprehensively […]
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey
Perez M. and Toler-Franklin C. CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey. arXiv:2301.06187. 2023 January; DOI: https://doi.org/10.48550/arXiv.2301.06187 Abstract Classifying the behavior of humans or animals from videos is important in biomedical fields for understanding brain function and response to stimuli. Action recognition, classifying activities performed by one or […]
