Search Results - "Arica, Nafiz"

Cascading CNNs for facial action unit detection by Cakir, Duygu, Arica, Nafiz

“…The contractions of facial muscles are what shape the expressions produced by the human face. The Facial Action Coding System (FACS) stands as the predominant…”
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Classification of obsessive compulsive disorder by EEG complexity and hemispheric dependency measurements by Aydin, Serap, Arica, Nafiz, Ergul, Emrah, Tan, Oğuz

“…In the present study, both single channel electroencephalography (EEG) complexity and two channel interhemispheric dependency measurements have newly been…”
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Three-Stream 3D deep CNN for no-Reference stereoscopic video quality assessment by Imani, Hassan, Islam, Md Baharul, Arica, Nafiz

“…•An end-to-end learning structure for the Stereoscopic Video Quality Assessment with three pipelines to extract the quality degradation from spatial, temporal,…”
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Stacking multiple cues for facial action unit detection by Akay, Simge, Arica, Nafiz

“…In this study, we develop a deep learning-based stacking scheme to detect facial action units (AU) in video data. Given a sequence of video frames, it combines…”
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A robust vehicle tracking in low-altitude UAV videos by Maraş, Bahri, Arica, Nafiz, Ertüzün, Ayşın

“…In this study, we concentrate on solving variations in scale, aspect ratio, rotation, visual model and target motion problems for vehicle tracking in…”
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Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform by Gurpinar, Cemal, Takir, Seyma, Bicer, Erhan, Uluer, Pinar, Arica, Nafiz, Kose, Hatice

“…[Display omitted] •Novel application of two different DA methods to improve the facial AU detection.•Contrastive learning as a domain adaptation method with a…”
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Clustering Through Hybrid Network Architecture With Support Vectors by Ergul, Emrah, Arica, Nafiz, Ahuja, Narendra, Erturk, Sarp

“…In this paper, we propose a clustering algorithm based on a two-phased neural network architecture. We combine the strength of an autoencoderlike network for…”
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Stereoscopic video quality measurement with fine-tuning 3D ResNets by Imani, Hassan, Islam, Md Baharul, Junayed, Masum Shah, Aydin, Tarkan, Arica, Nafiz

“…Recently, Convolutional Neural Networks with 3D kernels (3D CNNs) have shown great superiority over 2D CNNs for video processing applications. In the field of…”
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Atmospheric Turbulence Mitigation Using Optical Flow by Caliskan, Tufan, Arica, Nafiz

“…Atmospheric turbulence causes blurring and geometrical distortion in images acquired from a long distance. In this paper, we propose a fast and effective…”
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An Empirical Comparison of Search Approaches for Moving Agents by Arica, Nafiz, Mut, Aysegul, Yorukcu, Alper, Demir, Kadir Alpaslan

“…This study empirically compares existing search approaches used for path planning of moving agents, namely, incremental and real‐time search approaches. The…”
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BAS: a perceptual shape descriptor based on the beam angle statistics by Arica, Nafiz, Yarman Vural, Fatos T.

“…The proposed shape descriptor is based on the beams originated from a boundary point, which are defined as lines connecting that point with the rest of the…”
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Scene Classification Using Spatial Pyramid of Latent Topics by Ergul, Emrah, Arica, Nafiz

“…We propose a scene classification method, which combines two popular methods in the literature: Spatial Pyramid Matching (SPM) and probabilistic Latent…”
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Context-Aware Facial Expression Recognition in Group Photos by Cakir, Duygu, Arica, Nafiz

“…Facial expression recognition has made significant progress in controlled laboratory environments, thanks to advancements in computing power, method…”
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Graph Neural Networks Based Approach for Interpersonal Relationship Classification in Images by Akay, Simge, Arica, Nafiz

“…Interpersonal relationships, which are an integral part of our social life, demonstrate how people connect and interact within society. Describing the…”
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ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation by Bircanoglu, Cenk, Arica, Nafiz

“…Weakly Supervised Semantic Segmentation (WSSS) is a challenging task aiming to learn the segmentation labels from class-level labels. In the literature,…”
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Effects of Network Depths on Semantic Image Segmentation By Weakly Supervised Learning by Bircanoglu, Cenk, Arica, Nafiz

“…Weakly Supervised Learning is one of the most interesting approaches that more complex labels are predicted by using related simple labels. In this study, we…”
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Optical character recognition for cursive handwriting by Arica, N., Yarman-Vural, F.T.

“…A new analytic scheme, which uses a sequence of image segmentation and recognition algorithms, is proposed for the off-line cursive handwriting recognition…”
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Creation of Annotated Synthetic UAV Video Dataset for Object Detection and Tracking by YILMAZ, Can, MARAS, Bahri, ARICA, Nafiz, ERTUZUN, Aysin Baytan

“…In order for object detection and tracking in videos obtained from unmanned aerial vehicles (UAVs) by deep convolutional neural networks (DCNN), extensive…”
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Facial Action Unit Detection with ViT and Perceiver Using Landmark Patches by Cakir, Duygu, Yilmaz, Gorkem, Arica, Nafiz

“…The expressions of the human face are defined by the contraction of facial muscles. The most widely used and accepted standard that provides the description of…”
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Facial action unit detection using deep neural networks in videos by Akay, Simge, Arica, Nafiz

“…The detection of facial action unit is one of the most important sources for describing facial expressions. Some reasons such as facial expressions in the…”
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