Erdem Akagündüz

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Object Detection

Semantic Segmentation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Övgü Özdemir, Erdem Akagündüz
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts. CoRR (2024)
Kevser Irem Danaci, Erdem Akagündüz
A survey on infrared image & video sets. Multim. Tools Appl. 83 (6) (2024)
Ümit Mert Çaglar, Baris Yilmaz, Melek Türkmen, Erdem Akagündüz, Salih Tileylioglu
Exploring Challenges in Deep Learning of Single-Station Ground Motion Records. CoRR (2024)
Ömer Faruk Kürklü, Erdem Akagündüz
Enhancing Address Data Integrity using Transformer-Based Language Models. SIU (2024)
Irem Ülkü, Ö. Özgür Tanriöver, Erdem Akagündüz
Near-Infrared and Low-Rank Adaptation of Vision Transformers in Remote Sensing. CoRR (2024)
Engin Uzun, Erdem Akagündüz
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? CoRR (2024)
Aytekin Erdogan, Erdem Akagündüz
FuseFormer: A Transformer for Visual and Thermal Image Fusion. CoRR (2024)
Abbas Türkoglu, Erdem Akagündüz
EANet: Enhanced Attribute-based RGBT Tracker Network. CoRR (2023)
Utku Mert Topcuoglu, Erdem Akagündüz
Local Masking Meets Progressive Freezing: Crafting Efficient Vision Transformers for Self-Supervised Learning. CoRR (2023)
Irem Ülkü, Erdem Akagündüz, Pedram Ghamisi
Deep Semantic Segmentation of Trees Using Multispectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Fatih Cagatay Akyon, Erdem Akagündüz, Sinan Onur Altinuc, Alptekin Temizel
Sequence Models for Drone vs Bird Classification. CoRR (2022)
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders. ECCV Workshops (6) (2022)
Gülin Tüfekci, Alper Kayabasi, Erdem Akagündüz, Ilkay Ulusoy
Detecting Driver Drowsiness as an Anomaly Using LSTM Autoencoders. CoRR (2022)
Engin Uzun, Ahmet Anil Dursun, Erdem Akagündüz
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models. CoRR (2022)
Engin Uzun, Ahmet Anil Dursun, Erdem Akagündüz
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models. CVPR Workshops (2022)
Irem Ülkü, Erdem Akagündüz
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images. Appl. Artif. Intell. 36 (1) (2022)
Kevser Irem Danaci, Erdem Akagündüz
A Survey on Infrared Image and Video Sets. CoRR (2022)
Erdem Akagündüz, Oguzhan Çifdalöz
Dynamical system parameter identification using deep recurrent cell networks. Neural Comput. Appl. 33 (23) (2021)
Erhan Akan, Erdem Akagündüz, Ibrahim Baran Uslu
A Data Collection System Design for Hand Gestures. INISTA (2021)
Erdem Akagündüz, Oguzhan Çifdalöz
Dynamical System Parameter Identification using Deep Recurrent Cell Networks. CoRR (2021)
Engin Uzun, Tolga Aksoy, Erdem Akagündüz
Infrared Target Detection using Shallow CNNs. SIU (2020)
Melis Cikis, Salih Tileyoglu, Erdem Akagündüz
Representing Earthquake Accelerogram Records for CNN Utilization. SIU (2020)
H. Seçkin Demir, Erdem Akagündüz
Filter design for small target detection on infrared imagery using normalized-cross-correlation layer. Turkish J. Electr. Eng. Comput. Sci. 28 (1) (2020)
Alper Kaplan, Erdem Akagündüz
A Hybrid Framework for Matching Printing Design Files to Product Photos. CoRR (2020)
Erdem Akagündüz, Adrian G. Bors, Karla K. Evans
Defining Image Memorability Using the Visual Memory Schema. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
H. Seçkin Demir, Erdem Akagündüz
Filter design for small target detection on infrared imagery using normalized-cross-correlation layer. CoRR (2020)
Irem Ülkü, Erdem Akagündüz
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images. CoRR (2019)
Engin Uzun, Erdem Akagündüz
An Analysis on the Effect of Skip Connections in Fully Convolutional Networks for License Plate Localization. SIU (2019)
Irem Ülkü, Panagiotis Barmpoutis, Tania Stathaki, Erdem Akagündüz
Comparison of single channel indices for U-Net based segmentation of vegetation in satellite images. ICMV (2019)
Erdem Akagündüz, Adrian G. Bors, Karla K. Evans
Defining Image Memorability using the Visual Memory Schema. CoRR (2019)
Erdem Akagündüz, Muzaffer Aslan, Abdulkadir Sengür, Haibo Wang, Melih Cevdet Ince
Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Erdem Akagündüz
Shape recognition using orientational and morphological scale-spaces of curvatures. IET Comput. Vis. 9 (5) (2015)
H. Seckin Demir, Erdem Akagündüz, S. Kubilay Pakin
Vessel classification on UAVs using inertial data and IR imagery. SIU (2015)
Erhan Gundogdu, Huseyin Ozkan, H. Seckin Demir, Hamza Ergezer, Erdem Akagündüz, S. Kubilay Pakin
Comparison of infrared and visible imagery for object tracking: Toward trackers with superior IR performance. CVPR Workshops (2015)
Erdem Akagündüz
Scale invariant sillhouette features. SIU (2013)
Cengiz Erbas, Fulya Tuncer Cetin, Burcu Yilmaz, Erdem Akagündüz, Yildiray Kabak, Aykut Bulca
Open and Interoperable Maritime Surveillance Framework Set to Improve Sea-Borders Control. Future Security (2012)
L. Murat Gevrekci, Mehmet Umut Demircin, Erdem Akagündüz
Real-time image registration. SIU (2012)
Ilkay Ulusoy, Erdem Akagündüz, Murat Yirci
Anatomical and dynamic volume spline model applied to facial soft tissue. Comput. Animat. Virtual Worlds 22 (6) (2011)
Erdem Akagündüz, Omer Eskizara, Ilkay Ulusoy
Scale-space approach for the comparison of HK and SC curvature descriptions as applied to object recognition. ICIP (2009)
Erdem Akagündüz, Ülkay Ulusoy
Scale and orientation invariant 3D interest point extraction using HK curvatures. ICCV Workshops (2009)
Erdem Akagündüz, Arzu Erener, Ilkay Ulusoy, H. Sebnem Düzgün
Deliniation of Slope Units based on Scale and Resolution Invariant 3D Curvature Extraction. IGARSS (3) (2008)
Erdem Akagündüz, Ilkay Ulusoy
3D Object Representation Using Transform and Scale Invariant 3D Features. ICCV (2007)
Erdem Akagündüz, Ilkay Ulusoy
Extraction of 3D Transform and Scale Invariant Patches from Range Scans. CVPR (2007)
Erdem Akagündüz, Ugur Halici
Animation of Lip Motions and Facial Expressions using 3D Homeomorphic Models. ICVGIP (2004)