OpenAlex 444 works 13 author topics
Works
444 works
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OpenAlex top 1%
OpenAlex 100.0%
Abstract The concept of symmetry has received significant attention in computer graphics and computer vision research in recent years. Numerous methods have been proposed to find, extract, encode and exploit geometric symmetries and high‐level structural information for a wide variety of geometry processing tasks. Thi…
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A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology 2021YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 98.9%
We introduce a method for training neural networks to perform image or volume segmentation in which prior knowledge about the topology of the segmented object can be explicitly provided and then incorporated into the training process. By using the differentiable properties of persistent homology, a concept used in top…
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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology 2022YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 98.9%
We introduce a method for training neural networks to perform image or volume segmentation in which prior knowledge about the topology of the segmented object can be explicitly provided and then incorporated into the training process. By using the differentiable properties of persistent homology, a concept used in top…
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YÖKSİS
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OpenAlex top 1%
OpenAlex 99.5%
No abstract yet.
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OpenAlex 10.8%
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans the biological, physical, and social sciences.
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OpenAlex top 10%
OpenAlex 97.5%
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OpenAlex 89.9%
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YÖKSİS
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OpenAlex 95.8%
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OpenAlex top 10%
OpenAlex 95.8%
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OpenAlex 91.0%
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OpenAlex top 10%
OpenAlex 93.9%
In this paper, we prove Banach fixed point theorem for digital images. We also give the proof of a theorem which is a generalization of the Banach contraction principle. Finally, we deal with an application of Banach fixed point theorem to image processing.
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OpenAlex top 10%
OpenAlex 94.6%
An efficient graph based image segmentation algorithm exploiting a novel and fast turbo pixel extraction method is introduced. The images are modeled as weighted graphs whose nodes correspond to super pixels; and normalized cuts are utilized to obtain final segmentation. Utilizing super pixels provides an efficient an…
Academicians
13 academicians
- İSMET KARACA 39 author topics
- ÖZGÜR EGE 20 author topics
- MELİH İS 11 author topics
- AYŞE BORAT 10 author topics
- TANE VERGİLİ 9 author topics
- EBUBEKİR İNAN 6 author topics
- EMEL ÜNVER DEMİR 4 author topics
- NİLAY EKİZ YAZICI 4 author topics
- SİBEL DEMİRALP 4 author topics
- KADİRHAN POLAT 3 author topics
- İBRAHİM İNCE 2 author topics
- NAZIM AGHAYEV 1 author topics