SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
Class distance weighted cross entropy loss for classification of disease severity
Adversarial image generation by spatial transformation in perceptual colorspaces
Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning
GPU accelerated 3DES encryption
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
, cilt.34, sa.9, 2022 (SCI-Expanded)


Cycle-Spinning Convolution for Object Detection
Multi-modal egocentric activity recognition using multi-kernel learning
Multimedia Tools and Applications
, cilt.80, sa.11, ss.16299-16328, 2021 (SCI-Expanded)



Evaluation of endoscopic mayo score with an artificial intelligence algorithm
LPMNet: Latent part modification and generation for 3D point clouds *
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy
Medical Image Analysis
, cilt.70, 2021 (SCI-Expanded)





PlumX Metrics

- Citations
- Citation Indexes: 109
- Captures
- Readers: 146
- Social Media
- Shares, Likes & Comments: 1
A Dimension Reduction Approach to Player Rankings in European Football
Heterogeneous CPU-GPU tracking-learning-detection (H-TLD) for real-time object tracking
JOURNAL OF REAL-TIME IMAGE PROCESSING
, cilt.16, sa.2, ss.339-353, 2019 (SCI-Expanded)


Individual and group tracking with the evaluation of social interactions
Density aware anomaly detection in crowded scenes
Real-time multi-camera video analytics system on GPU
JOURNAL OF REAL-TIME IMAGE PROCESSING
, cilt.11, sa.3, ss.457-472, 2016 (SCI-Expanded)


CoSPAIR: Colored Histograms of Spatial Concentric Surflet-Pairs for 3D object recognition
A multimodal approach for individual tracking of people and their belongings
A new approach to aflatoxin detection in chili pepper by machine vision
COMPUTERS AND ELECTRONICS IN AGRICULTURE
, cilt.87, ss.129-141, 2012 (SCI-Expanded)



PlumX Metrics

- Citations
- Citation Indexes: 91
- Policy Citations: 1
- Captures
- Readers: 150
- Social Media
- Shares, Likes & Comments: 10
Multi-view structure-from-motion for hybrid camera scenarios
Adaptive mean-shift for automated multi object tracking
Fusion of thermal- and visible-band video for abandoned object detection
Improved SIFT matching for image pairs with scale difference
Wavelet domain image resolution enhancement
IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING
, cilt.153, sa.1, ss.25-30, 2006 (SCI-Expanded)


Image resolution upscaling in the wavelet domain using directional cycle spinning
Wavelet domain image resolution enhancement using cycle-spinning
Diğer Dergilerde Yayınlanan Makaleler
A Machine Learning Ensembling Approach to Predicting Transfer Values
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
TopoMaskV2: Enhanced Instance-Mask-Based Formulation for the Road Topology Problem
European Conference on Computer Vision, Workshop on Vision-Centric Autonomous Driving (VCAD), Milan, İtalya, 30 Eylül 2024
Sequence Models for Drone vs Bird Classification
16th International Conference on Machine Vision (ICMV 2023), Yerevan, Ermenistan, 15 - 18 Kasım 2023
IR Reasoner: Real-time Infrared Object Detection by Visual Reasoning
IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Perception Beyond the Visible Spectrum Workshop, Vancouver, Kanada, 18 - 22 Haziran 2023, ss.1-8
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture
Computer Vision and Pattern Recognition Conference (CVPR), Workshop on End-to-End Autonomous Driving, 18 Haziran - 18 Kasım 2023
State-of-the-Art in Nudity Classification: A Comparative Analysis
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Workshop on Computational Intelligence for Multimedia Understanding, Rodos, Yunanistan, 4 - 10 Haziran 2023, ss.1-6
IR Reasoner: Real-time Infrared Object Detection by Visual Reasoning
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, Vancouver, Kanada, 18 - 22 Haziran 2023, cilt.2023-June, ss.422-430


Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
26th Annual Conference Medical Image Understanding and Analysis, Cambridge, Kanada, 27 Temmuz 2022, ss.157-171


Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
26th UK Conference on Medical Image Understanding and Analysis, Cambridge, İngiltere, 27 Haziran 2022, ss.1-7
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection
IEEE International Conference on Image Processing (ICIP), Bordeaux, Fransa, 16 - 19 Ekim 2022, ss.1-6
Training Universal Adversarial Perturbations with Alternating Loss Functions
36th AAAI Conference on Artificial Intelligence, Adversarial Machine Learning and Beyond Workshop, Vancouver, Kanada, 22 Şubat - 01 Mart 2022, ss.1-5
Improving Perceptual Quality of Adversarial Images Using Perceptual Distance Minimization and Normalized Variance Weighting
36th AAAI Conference on Artificial Intelligence, Adversarial Machine Learning and Beyond Workshop, Vancouver, Kanada, 22 Şubat - 01 Mart 2022, ss.1-5
Imperceptible Adversarial Examples by Spatial Chroma-Shift
1st International Workshop on Adversarial Learning for Multimedia, AdvM 2021, co-located with ACM MM 2021, Virtual, Online, Çin, 20 Ekim 2021, ss.8-14



Generative Data Augmentation for Vehicle Detection in Aerial Images
25th International Conference on Pattern Recognition Workshops, ICPR 2020, Milan, İtalya, 10 - 11 Ocak 2021, cilt.12668 LNCS, ss.19-31

Ülseratif Kolit Endoskopik Mayo Skorunun Yapay Zeka İle Değerlendirilmesi
37. Ulusal Gastroenteroloji Kongresi, 25 - 29 Kasım 2020
Bit-level Parallelization of 3DES Encryption on GPU
6. Ulusal Yüksek Başarımlı Hesaplama Konferansı (BAŞARIM 2020), Ankara, Türkiye, 8 - 09 Ekim 2020
Performance Analysis of Noise Subspace-based Narrowband Direction-of-Arrival (DOA) Estimation Algorithms on CPU and GPU
6. Ulusal Yüksek Başarımlı Hesaplama Konferansı (BAŞARIM 2020), Ankara, Türkiye, 8 - 09 Ekim 2020
Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU
6. Ulusal Yüksek Başarımlı Hesaplama Konferansı (BAŞARIM 2020), Ankara, Türkiye, 8 - 09 Ekim 2020
Attack Type Agnostic Perceptual Enhancement Of Adversarial Images
International Workshop on Adversarial Machine Learning And Security (AMLAS), IEEE World Congress on Computational Intelligence (IEEE WCCI), Glasgow, Birleşik Krallık, 19 Temmuz 2020, ss.1
Cycle-spinning GAN for raindrop removal from images
16th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2019, Taipei, Tayvan, 18 - 21 Eylül 2019

Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression
IEEE International Conference on Computational Science and Engineering, Bucuresti, Romanya, 29 - 31 Ekim 2018


How Clickable Are Your Food Photos?
GPU Technology Conference, Munich, Almanya, 9 - 11 Ekim 2018
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples
GPU Technology Conference, Munich, Almanya, 9 - 11 Ekim 2018
Paired 3D Model Generation with Conditional Generative Adversarial Networks
3DRW Workshop, European Conference on Computer Vision (ECCV), Munich, Almanya, 14 Eylül 2018, cilt.0


Birinci-Şahıs Videolarda Aktivite Tanıma İçin Sıralamalı Takviyeli Çoklu Çekirdek Öğrenmesi
IEEE Sinyal İşleme ve İletişim Uygulamaları (SİU) Kurultayı, İzmir, Türkiye, 2 - 05 Mayıs 2018

Ranking Based Boosted Multiple Kernel Learning For Activity Recognition on First-Person Videos
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018


Acceleration of Line of Sight Analysis Algorithms with Parallel Programming
7. Ulusal Savunma Uygulamaları Modelleme ve Simulasyon (USMOS) Konferansı, Ankara, Türkiye, 21 - 23 Kasım 2017
Accelerating Johnson’s All-Pairs Shortest Paths Algorithm on GPU
Ulusal Yüksek Başarımlı Hesaplama Konferansı, Türkiye, 14 - 15 Eylül 2017
First-Person Activity Recognition with Multimodal Features
International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM), Hios, Yunanistan, 02 Eylül 2017
Boosted multiple kernel learning for first-person activity recognition
25th European Signal Processing Conference (EUSIPCO) 2017, Hios, Yunanistan, 28 Ağustos - 02 Eylül 2017



UBDroid Kullanıcı Davranış Analizi için Akıllı Telefon Uygulamaları Kullanım İzleme Aracı
10. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS), Çanakkale, Türkiye, 24 - 26 Ekim 2016, cilt.0
Real time panoramic background subtraction on GPU
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, Türkiye, 16 - 19 Mayıs 2016


SHREC'16 track: Shape retrieval of low-cost RGB-D captures
9th Eurographics Workshop on 3D Object Retrieval, 3DOR 2016, Lisbon, Portekiz, 08 Mayıs 2016, ss.69-78

Integrated object tracking framework for range gated camera systems
Conference on Long-Range Imaging, Maryland, Amerika Birleşik Devletleri, 19 Nisan 2016, cilt.9846


Particle filter based Conjoint Individual-Group Tracker (CIGT)
12th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2015, Karlsruhe, Almanya, 25 - 28 Ağustos 2015


Experiment on Generating Pseudo G711 G722 RTP Payload
GPU Technology Conference, San-Jose, Amerika Birleşik Devletleri, 17 - 20 Mart 2015
Tracking Objects Better Faster Longer
GPU Technology Conference, San-Jose, Amerika Birleşik Devletleri, 17 - 20 Mart 2015
Spatial and Temporal Feature Extraction for Brain Decoding using CUDA
GPU Technology Conference, San-Jose, Amerika Birleşik Devletleri, 17 - 20 Mart 2015
Cryptanalysis of PRESENT via CUDA devices
GPU Technology Conference (GTC), San-Jose, Amerika Birleşik Devletleri, 24 - 27 Mart 2014
Person Re identification by Combining Features in a Learning Based Framework
5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013), London, Birleşik Krallık, 16 - 17 Aralık 2013

Real-time global anomaly detection for crowd video surveillance using SIFT
International Conference on Imaging for Crime Detection and Prevention (ICDP 2013), London, Birleşik Krallık, 16 - 17 Aralık 2013
An Unsupervised Method for Anomaly Detection from Crowd Videos
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013


Feature Detection and Tracking for Extraction of Crowd Dynamics
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013


A continuous object tracking system with stationary and moving camera modes
Conference on Electro-Optical and Infrared Systems - Technology and Applications IX, Edinburgh, Saint Helena, 25 - 27 Eylül 2012, cilt.8541


Fast Omnidirectional Image Unwrapping on GPU
Euromicro International Conference on Parallel, Distributed and Network-Based Computing, Munich, Almanya, 15 - 17 Şubat 2012
A hybrid multi object tracker using mean-shift and background subtraction Ortalama kayma ve arka plan çikarimi kullanilarak karma çoklu nesne taki̇pçi̇si̇
2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.110-113

Detection of abandoned objects using thermal and visible band tracking Görünür ve termal bant taki̇bi̇ kullanilarak terk edi̇lmi̇ş nesne tespi̇ti̇
2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.114-117

Mean-Shift Tracking for Surveillance Applications Using Thermal and Visible Band Data Fusion
Conference on Airborne Intelligence, Surveillance, Reconnaissance (ISR) Systems and Applications VIII, Florida, Amerika Birleşik Devletleri, 27 - 28 Nisan 2011, cilt.8020



PlumX Metrics

- Citations
- Patent Family Citations: 1
- Citation Indexes: 2
- Captures
- Readers: 4
- Social Media
- Shares, Likes & Comments: 92
Aflatoxin Contaminated Chili Pepper Detection by Hyperspectral Imaging and Machine Learning
Conference on the Sensing for Agriculture and Food Quality and Safety III, Florida, Amerika Birleşik Devletleri, 26 - 27 Nisan 2011, cilt.8027



3D structure extraction with omnidirectional and perspective cameras Tümyönlü ve perspektif kameralar ile 3B yapi çikarimi
18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Türkiye, 22 - 24 Nisan 2010, ss.395-398

Abandoned object detection using thermal and visible band image fusion Termal ve görünür bant i̇mgeleri kullanilarak terk edilen nesne tespiti
18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Türkiye, 22 - 24 Nisan 2010, ss.617-620

Registration of multi-spectral satellite images with scale-restricted SURF Çoklu bant uydu görüntülerinin ölçek sinirlandirilmiş SURF kullanilarak çakiştirilmasi
18th IEEE Signal Processing and Communications Applications Conference, SIU 2010, Diyarbakır, Türkiye, 22 - 24 Nisan 2010, ss.356-359

Effective structure-from-motion for hybrid camera systems
2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Türkiye, 23 - 26 Ağustos 2010, ss.1654-1657

Multi-spectral satellite image registration using scale-restricted surf
2010 20th International Conference on Pattern Recognition, ICPR 2010, İstanbul, Türkiye, 23 - 26 Ağustos 2010, ss.2310-2313

Classification of aflatoxin contaminated chili pepper using hyperspectral imaging and artificial neural networks
2010 IEEE 18th Signal Processing and Communications Applications Conference, Diyarbakir, Turkey, Türkiye, 22 - 24 Nisan 2010

Real-time Adaptive Camera Tamper Detection for Video Surveillance
6th IEEE International Conference on Advanced Video and Signal Based Surveillance, Genoa, İtalya, 2 - 04 Eylül 2009, ss.430-435


Registration of Multispectral Satellite Images with Orientation-Restricted SIFT
IEEE International Geoscience and Remote Sensing Symposium, Cape-Town, Güney Afrika, 12 - 17 Temmuz 2009, ss.1545-1548


On Detection of Edges and Interest Points for Omnidirectional Images in Spherial Domain
IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Türkiye, 20 - 22 Nisan 2008, ss.489-492


Camera tamper detection using wavelet analysis for video surveillance
IEEE Conference on Advanced Video and Signal Based Surveillance, London, Kanada, 5 - 07 Eylül 2007, ss.558-560



Camera Sabotage Discovery for Video Surveillance Applications
IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Türkiye, 11 - 13 Haziran 2007, ss.1142-1143



Post processing for wavelet domain HMT image resolution enhancement
IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Türkiye, 11 - 13 Haziran 2007, ss.568-571


Image resolution enhancement using wavelet domain Hidden Markov Tree and coefficient sign estimation
14th IEEE International Conference on Image Processing, ICIP 2007, San Antonio, TX, Amerika Birleşik Devletleri, 16 - 19 Eylül 2007, cilt.5
