3 citations · 5 across the 7 of their papers we have counts for
10 papers
Robust Multispectral Semantic Segmentation under Missing or Full Modalities via Structured Latent Projection
Irem Ulku, Erdem Akagündüz, Ömer Özgür Tanrıöver
Multimodal remote sensing data provide complementary information for semantic segmentation, but in real-world deployments, some modalities may be unavailable due to sensor failures…
Deep Learning-based Average Shear Wave Velocity Prediction using Accelerometer Records
Barış Yılmaz, Melek Türkmen, Sanem Meral +2
Assessing seismic hazards and thereby designing earthquake-resilient structures or evaluating structural damage that has been incurred after an earthquake are important objectives…
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?
Engin Uzun, Erdem Akagunduz
Atmospheric turbulence poses a significant challenge to the performance of object detection models. Turbulence causes distortions, blurring, and noise in images by bending and scat…
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts
Övgü Özdemir, Erdem Akagündüz
Visual question answering (VQA) is known as an AI-complete task as it requires understanding, reasoning, and inferring about the vision and the language content. Over the past few…
Local Masking Meets Progressive Freezing: Crafting Efficient Vision Transformers for Self-Supervised Learning
Utku Mert Topcuoglu, Erdem Akagündüz
In this paper, we present an innovative approach to self-supervised learning for Vision Transformers (ViTs), integrating local masked image modeling with progressive layer freezing…
EANet: Enhanced Attribute-based RGBT Tracker Network
Abbas Türkoğlu, Erdem Akagündüz
Tracking objects can be a difficult task in computer vision, especially when faced with challenges such as occlusion, changes in lighting, and motion blur. Recent advances in deep…