Search Results - Arbis Subjects::Engineering AND Technology::Computer Sciences::Computer Networks*

Minimizing Ghosting in High Dynamic Range Images and Videos with Hybrid Approaches and Event Guidance ; Hibrit Yaklaşımlar ve Olay Rehberliği ile Yüksek Dinamik Aralıklı Görüntü ve Videolarda Hayaletlenmeyi En Aza İndirme

Authors: Alpay, Kadir Cenk Akyüz, Ahmet Oğuz Department of Computer Engineering

Contributors: Alpay, Kadir Cenk Akyüz, Ahmet Oğuz Department of Computer Engineering

Subject Terms: HDR deghosting, Event cameras, Deep networks, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Graphics::Computer Graphics, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/116083

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Minimally Supervised Tracking of Animal Colonies with Iteratively Trained Object Detectors ; Yinelemeli Eğitilen Nesne Algılayıcılar İle Hayvan Kolonilerinin Minimal Denetimli Takibi

Authors: Gödelek, Oğuz Alemdar, Hande Department of Computer Engineering

Contributors: Gödelek, Oğuz Alemdar, Hande Department of Computer Engineering

Subject Terms: Animal tracking, Computer vision, High-density object detection, Self-training, Knowledge distillation, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Computer Learning, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/113490

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Joint Temperature-Luminosity Classification of Stellar Spectra with a Distance-Aware Loss Function ; Mesafeye Duyarlı Kayıp Fonksiyonu ile Yıldız Spektrumlarının Ortak Sıcaklık-Parlaklık Sınıflandırması

Authors: Sezen, Volga Temizel, Alptekin Department of Data Informatics

Contributors: Sezen, Volga Temizel, Alptekin Department of Data Informatics

Subject Terms: Stellar Classification, 1D CNN, Morgan-Keenan Grid, Ordinal Classification, Distance Aware Loss, Arbis Subjects::Natural Sciences::Physics::Astronomy and Astrophysics::Stars, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/115569

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Addressing Class Imbalance, Label Uncertainty, and Crispness in Edge Detection ; Kenar Tespitinde Sınıf Dengesizliği, Etiket Belirsizliği ve Kenar Keskinliğinin Ele Alınması

Authors: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan et al.

Contributors: Çetinkaya, Bedrettin Akbaş, Emre Kalkan, Sinan et al.

Subject Terms: Edge Detection, Crisp Edge Detection, Ranking-based Losses, Label Uncertainty, Hyperbolic Embeddings, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/116165

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Exploiting spatial redundancy in feature maps to accelerate convolutional neural networks ; Evrişimli sinir ağlarını hızlandırmak için özellik haritalarındaki uzamsal fazlalıktan yararlanma

Authors: Ulaş, Muhammed Yasin Akbaş, Emre Yarman Vural, Fatoş Tunay et al.

Contributors: Ulaş, Muhammed Yasin Akbaş, Emre Yarman Vural, Fatoş Tunay et al.

Subject Terms: Deep learning, Convolutional neural networks, Spatial redundancy, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision

File Description: application/pdf

Relation: https://hdl.handle.net/11511/110919

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HARDWARE ACCELERATORS FOR HIGH THROUGHPUT PACKET CLASSIFICATION IN COMPUTER NETWORKS ; BİLGİSAYAR AĞLARINDA YÜKSEK VERİ HACİMLİ PAKET SINIFLANDIRMASI İÇİN DONANIM HIZLANDIRICILARI

Authors: Arkadaş, Doğu Erkan Schmidt, Şenan Ece Department of Electrical and Electronics Engineering

Contributors: Arkadaş, Doğu Erkan Schmidt, Şenan Ece Department of Electrical and Electronics Engineering

Subject Terms: Packet classification, Parallel computing, CUDA, FPGA, GPU, 5-tuple, Arbis Subjects::Engineering and Technology::Electrical and Electronics Engineering::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111347

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Prediction of Covid-19 risk of a person by analyzing computed tomography images using convolutional neural networks ; Kişilerin Covid-19 riskinin, bilgisayarlı tomografi görüntülerinin evrişimli sinir ağları kullanılarak tahminlenmesi

Authors: Topçu, Kaan Acar, Aybar Can Department of Information Systems

Contributors: Topçu, Kaan Acar, Aybar Can Department of Information Systems

Subject Terms: Convolutional neural network, Covid-19, Image classification, Computed tomography, Arbis Subjects::Engineering and Technology::Information Systems, Communication and Control Engineering, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision

File Description: 56 pages; application/pdf

Relation: https://hdl.handle.net/11511/108466

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A multi-hop routing protocol in tag-to-tag networks of passive tags ; Pasif etiketlerden oluşan etiketten-etikete ağlarda çok-sekmeli yönlendirme protokolü

Authors: Murat, Furkan Onur, Ertan Eroğlu, Alperen et al.

Contributors: Murat, Furkan Onur, Ertan Eroğlu, Alperen et al.

Subject Terms: Passive tag, Backscatter, Tag-to-tag communication, Multi-hop, Routing protocol, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Communications and Network Protocols, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Data Routing

File Description: 108 pages; application/pdf

Relation: https://hdl.handle.net/11511/102519

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A UPF module for 5G networks with quality of service support: software implementation and realistic evaluation ; 5G ağları i̇çi̇n servi̇s kali̇tesi̇ destekleyen UPF modülü: yazılım gerçekleşti̇ri̇mi̇ ve gerçekçi̇ değerlendi̇rme

Authors: Çemen, Mustafa Fatih Schmidt, Şenan Ece Department of Electrical and Electronics Engineering

Contributors: Çemen, Mustafa Fatih Schmidt, Şenan Ece Department of Electrical and Electronics Engineering

Subject Terms: 5G network core, User plane function, 5G quality of service, Gate status control, Bitrate enforcement, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Communications and Network Protocols, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Data Routing, Arbis Subjects::Engineering and Technology::Computer Sciences::Software::Software Engineering

File Description: 61 pages; application/pdf

Relation: https://hdl.handle.net/11511/105288

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A robust machine learning based IDS design against adversarial attacks in SDN ; Yazılım tanımlı ağda yanıltıcı saldırılara karşı makine öğrenimi tabanlı dirençli bir saldırı tespit sistemi tasarımı

Authors: Alper, Sarikaya Günel Kılıç, Banu Demirci, Mehmet et al.

Contributors: Alper, Sarikaya Günel Kılıç, Banu Demirci, Mehmet et al.

Subject Terms: intrusion detection, adversarial attack, autoencoder, InSDN, CICIDS 2017, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Communications and Network Protocols, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/108348

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Object height estimation on monoscopic satellite images using deep learning ; Derin öğrenme ile monoskopik uydu görüntülerinden obje yükseklik çıkarımı

Authors: Gültekin, Furkan Süzen, Mehmet Lütfi Koz, Alper et al.

Contributors: Gültekin, Furkan Süzen, Mehmet Lütfi Koz, Alper et al.

Subject Terms: Deep learning, Monoscopic satellite image, Object height estimation, Local-global feature extraction, Convolutional neural networks, Vision transformers, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Geotechnical Engineering::Earth Observations (Remote Sensing), Arbis Subjects::Engineering and Technology::Geotechnical Engineering::Geographic Information Systems, Arbis Subjects::Engineering and Technology::Geotechnical Engineering::Geographic Information Systems::3D-Modeling, Arbis Subjects::Engineering and Technology::Geotechnical Engineering::Photogrammetry::Geodesy and Photogrammetry, Arbis Subjects::Engineering and Technology::Geotechnical Engineering::Remote sensing::Image Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/108758

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Brain-inspired learning for face analysis in artificial neural networks: A multitask and continual learning framework ; Yapay sinir ağlarında yüz analizi için beyinden ilham alan öğrenme: Çok görevli ve sürekli öğrenme sistemi

Authors: Okcu, Sefa Burak Alatan, Abdullah Aydın Özge, Umut et al.

Contributors: Okcu, Sefa Burak Alatan, Abdullah Aydın Özge, Umut et al.

Subject Terms: Continual learning, Multitask learning, Catastrophic forgetting, Face detection, Face analysis, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision

File Description: application/pdf

Relation: https://hdl.handle.net/11511/102081

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Fiducial marker detection and identification for individual honey bee tracking using cascaded deep learning models ; Ardışık derin öğrenme modelleri kullanarak bireysel arı takibi için güvenilir işaretçi tespiti ve çözümlenmesi

Authors: Kara, Mustafa Yavuz Alemdar, Hande Department of Computer Engineering

Contributors: Kara, Mustafa Yavuz Alemdar, Hande Department of Computer Engineering

Subject Terms: Visual recognition, Object detection, Data generation, Visual fiducial marker, Bee tracking, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Computer Learning and Pattern Recognition::Neural Networks

File Description: 62 pages; application/pdf

Relation: https://hdl.handle.net/11511/113487

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A meta synthesis on cloud task scheduling algorithms: COVID-19 and onwards ; Bulut bilişim görev zamanlama algoritmaları üzerine bir meta sentez: COVID-19 ve sonrası

Authors: Aksöz, Ata Hüseyin Özkan Yıldırım, Sevgi Department of Information Systems

Contributors: Aksöz, Ata Hüseyin Özkan Yıldırım, Sevgi Department of Information Systems

Subject Terms: Meta-synthesis, Systematic review, Algorithm, Cloud computing, Task scheduling, Arbis Subjects::Engineering and Technology::Computer Sciences::Algorithms::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Other, Arbis Subjects::Engineering and Technology::Computer Sciences::Algorithms::Distributed Systems, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences

File Description: application/pdf

Relation: https://hdl.handle.net/11511/109835

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On Calibrating Deep Object Detectors ; Derin Nesne Dedektörlerinin Kalibrasyonu

Authors: Güngör, Muhammed Ertuğrul Kalkan, Sinan Akbaş, Emre et al.

Contributors: Güngör, Muhammed Ertuğrul Kalkan, Sinan Akbaş, Emre et al.

Subject Terms: Object Detection, Long-tailed Learning, Class Score Calibration, Logit Adjustment, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/107826

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COMPRESSED EXPOSURE SEQUENCES FOR HDR IMAGING ; YÜKSEK DİNAMİK ARALIKLI GÖRÜNTÜLEME İÇİN SIKIŞTIRILMIŞ POZLAMA DİZİLERİ

Authors: SEKMEN, SELİN Akyüz, Ahmet Oğuz Department of Computer Engineering

Contributors: SEKMEN, SELİN Akyüz, Ahmet Oğuz Department of Computer Engineering

Subject Terms: HDR, Multi Exposure, JPEG, Metadata, Residual Network, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Graphics::Information Visualization, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: application/pdf

Relation: https://hdl.handle.net/11511/109145

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EFFICIENT PRETRAINING OF VISION TRANSFORMERS: A LAYER-FREEZING APPROACH WITH LOCAL MASKED IMAGE MODELING ; GÖRSEL DÖNÜŞTÜRÜCÜLERİN VERİMLİ ÖN EĞİTİMİ: YEREL MASKELİ GÖRÜNTÜ MODELLEME İLE KATMAN DONDURMA YAKLAŞIMI

Authors: Topçuoğlu, Utku Mert Akagündüz, Erdem Department of Modeling and Simulation

Contributors: Topçuoğlu, Utku Mert Akagündüz, Erdem Department of Modeling and Simulation

Subject Terms: Vision Transformers, Self-Supervised Learning, Local Masked Image Modeling, Progres- sive Layer Freezing, Computational Efficiency, Multi-Scale Reconstruction, Adaptive Learning Rate Scheduling, FreezeOut Learning Rate Scheduling, Training Time Reduction, Arbis Subjects::Engineering and Technology, Arbis Subjects::Engineering and Technology::Computer Sciences, Arbis Subjects::Engineering and Technology::Information Systems, Communication and Control Engineering, Communication and Control Engineering::Robotics and Mechatronics Systems::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Pattern Recognition and Image Processing

File Description: application/pdf

Relation: https://hdl.handle.net/11511/111029

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ENHANCING DNN TEST DATA SELECTION THROUGH UNCERTAINTY-BASED AND DATA DISTRIBUTION-AWARE APPROACHES ; BELİRSİZLİĞE DAYALI VE VERİ DAĞILIMINA DUYARLI YAKLAŞIMLAR YOLUYLA DNN TESTI VERİ SEÇİMİNİN GELİŞTİRİLMESİ

Authors: Demir, Demet Sürer, Elif Betin Can, Aysu et al.

Contributors: Demir, Demet Sürer, Elif Betin Can, Aysu et al.

Subject Terms: Deep Neural Network Testing, Test Data Selection and Prioritization, Data Distribution, Deep Learning Explainability, Deep Learning Uncertainty, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks, Computer Learning and Pattern Recognition::Uncertainity Management, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Software::Software Engineering

File Description: application/pdf

Relation: https://hdl.handle.net/11511/110146

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Path verification in software-defined networks using programmable data planes ; Yazılım tanımlı ağlarda programlanabilir veri düzlemi ile patika doğrulama

Authors: Bostan, Hakan Onur, Ertan Department of Computer Engineering

Contributors: Bostan, Hakan Onur, Ertan Department of Computer Engineering

Subject Terms: Software-defined networks, Path verification, Programmable data plane, P4, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Data Routing, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Networks::Communications and Network Protocols, Arbis Subjects::Engineering and Technology::Computer Sciences::Information Security and Reliability::Other

File Description: 63 pages; application/pdf

Relation: https://hdl.handle.net/11511/96202

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Generation and modification of 3D models with deep neural networks ; Derin sinir ağları kullanılarak 3B modellerin üretilmesi ve düzenlenmesi

Authors: Öngün, Cihan Temizel, Alptekin Department of Information Systems

Contributors: Öngün, Cihan Temizel, Alptekin Department of Information Systems

Subject Terms: 3D Model Synthesis, Point cloud, Generative Adversarial Networks (GAN), Generative Models, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Vision, Arbis Subjects::Engineering and Technology::Computer Sciences::Computer Graphics::Computer Graphics, Arbis Subjects::Engineering and Technology::Computer Sciences::Artificial Intelligence, Computer Learning and Pattern Recognition::Neural Networks

File Description: 100 pages; application/pdf

Relation: https://hdl.handle.net/11511/92889

Availability: https://hdl.handle.net/11511/92889