Ahmet Enis Çetin

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 48

Top Topics

Data Conversion

Soft Thresholding

Hadamard Transform

Top Venues

Signal Image Video Process.

Publications

Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
Domain Generalization with fourier Transform and soft thresholding. ICASSP (2024)
Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
Wildfire detection via transfer learning: a survey. Signal Image Video Process. 18 (1) (2024)
Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. 32 (6) (2024)
Xin Zhu, Hongyi Pan, Yury Velichko, Adam B. Murphy, Ashley Ross, Baris Turkbey, Ahmet Enis Çetin, Ulas Bagci
A Probabilistic Hadamard U-Net for MRI Bias Field Correction. CoRR (2024)
Xin Zhu, Ahmet Enis Çetin
The Blind Normalized Stein Variational Gradient Descent-Based Detection for Intelligent Massive Random Access. CoRR (2024)
Yue Yu, Youqian He, Hamid Reza Karimi, Len Gelman, Ahmet Enis Çetin
A two-stage importance-aware subgraph convolutional network based on multi-source sensors for cross-domain fault diagnosis. Neural Networks 179 (2024)
Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
Electroencephalogram Sensor Data Compression Using an Asymmetrical Sparse Autoencoder with a Discrete Cosine Transform Layer. ICASSP (2024)
Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Koushik Biswas, Ahmet Enis Çetin, Ulas Bagci
DCT-Based Decorrelated Attention for Vision Transformers. CoRR (2024)
Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin
Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC. ICASSP (2024)
Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Çetin
Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network. ICASSP (2023)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
Orthogonal Transform Domain Approaches for the Convolutional Layer. CoRR (2023)
Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Çetin
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression. CoRR (2023)
Ahmet Enis Çetin, Hongyi Pan
Hybrid Binary Neural Networks: A Tutorial Review. VTS (2023)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
A Hybrid Quantum-Classical Approach based on the Hadamard Transform for the Convolutional Layer. CoRR (2023)
Salih Furkan Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Rashid Ansari, Omar Suhaym, Ahmet Enis Çetin
A Collaborative Fusion of Vision Transformers and Convolutional Neural Networks in Classifying Cervical Vertebrae Maturation Stages. ICECS (2023)
Hongyi Pan, Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin, Concetto Spampinato, Ulas Bagci
Domain Generalization with Fourier Transform and Soft Thresholding. CoRR (2023)
Ziliang Hong, Emadeldeen Hamdan, Yifei Zhao, Tianxiao Ye, Hongyi Pan, Ahmet Enis Çetin
Wildfire Detection Via Transfer Learning: A Survey. CoRR (2023)
Xin Zhu, Hongyi Pan, Shuaiang Rong, Ahmet Enis Çetin
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer. CoRR (2023)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. ICASSP (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Block Walsh-Hadamard Transform-based Binary Layers in Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Hongyi Pan, Xin Zhu, Salih Atici, Ahmet Enis Çetin
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer. CoRR (2022)
Diaa Badawi, Ishaan Bassi, Sule Ozev, Ahmet Enis Çetin
Detecting Anomaly in Chemical Sensors via Regularized Contrastive Learning. ICASSP (2022)
Hongyi Pan, Salih Atici, Ahmet Enis Çetin
Multipod Convolutional Network. CoRR (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks. CoRR (2022)
Ilknur Kayikcioglu Bozkir, Zübeyir Özcan, Cemal Köse, Temel Kayikçioglu, Ahmet Enis Çetin
Improving a cortical pyramidal neuron model's classification performance on a real-world ecg dataset by extending inputs. J. Comput. Neurosci. 51 (3) (2022)
Salih Atici, Hongyi Pan, Ahmet Enis Çetin
Normalized Stochastic Gradient Descent Training of Deep Neural Networks. CoRR (2022)
Hongyi Pan, Diaa Badawi, Chang Chen, Adam Watts, Erdem Koyuncu, Ahmet Enis Çetin
Deep Neural Network with Walsh-Hadamard Transform Layer For Ember Detection during a Wildfire. CVPR Workshops (2022)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CVPR Workshops (2021)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary Layers in Deep Neural Networks. CoRR (2021)
Ahmet Enis Çetin, Qing-Guo Wang
Guest Editorial Special Issue on Adaptive Learning and Control for Autonomous Vehicles. IEEE Trans. Neural Networks Learn. Syst. 32 (12) (2021)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference using Memory-immersed Data Conversion and Multiplication-free Operators. CoRR (2021)
Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Çetin
Multiplication-Avoiding Variant of Power Iteration with Applications. CoRR (2021)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification by Factoring in Sensor Spatial Configuration. IEEE Access 9 (2021)
Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Çetin
Additive neural network for forest fire detection. Signal Image Video Process. 14 (4) (2020)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Computationally Efficient Wildfire Detection Method Using a Deep Convolutional Network Pruned via Fourier Analysis. Sensors 20 (10) (2020)
Hongyi Pan, Diaa Badawi, Ahmet Enis Çetin
Fourier Domain Pruning of MobileNet-V2 with Application to Video Based Wildfire Detection. ICPR (2020)
Diaa Badawi, Tuba Ayhan, Sule Ozev, Chengmo Yang, Alex Orailoglu, Ahmet Enis Çetin
Detecting Gas Vapor Leaks Using Uncalibrated Sensors. IEEE Access 7 (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. NER (2019)
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, Ahmet Enis Çetin
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks. CoRR (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos T. Yarman-Vural
Improved EEG Classification by factoring in sensor topography. CoRR (2019)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
Towards Co-designing Neural Network Function Approximators with In-SRAM Computing. EMC2@NeurIPS (2019)
Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Çetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman-Vural
EEG Classification based on Image Configuration in Social Anxiety Disorder. CoRR (2018)
Mahdi Salarian, Nick Iliev, Ahmet Enis Çetin, Rashid Ansari
Improved Image-Based Localization Using SFM and Modified Coordinate System Transfer. IEEE Trans. Multim. 20 (12) (2018)
Aasma Aslam, Babar Hussain, Ahmet Enis Çetin, Arif Iqbal Umar, Rashid Ansari
Gender classification based on isolated facial features and foggy faces using jointly trained deep convolutional neural network. J. Electronic Imaging 27 (05) (2018)
Fatih Erden, Ahmet Enis Çetin
Period Estimation of an Almost Periodic Signal Using Persistent Homology With Application to Respiratory Rate Measurement. IEEE Signal Process. Lett. 24 (7) (2017)
Alexander Suhre, Orhan Arikan, Ahmet Enis Çetin
Bandwidth selection for kernel density estimation using Fourier domain constraints. IET Signal Process. 10 (3) (2016)
Musa Tunç Arslan, Alican Bozkurt, Rasim Akin Sevimli, Cem Emre Akbas, Ahmet Enis Çetin
Approximate computation of DFT without performing any multiplications: Application to radar signal processing. SIU (2014)
Ahmet Enis Çetin, Mohammad Tofighi
Denosing Using Wavelets and Projections onto the L1-Ball. CoRR (2014)
Mohammad Tofighi, Alican Bozkurt, Ahmet Enis Çetin
Deconvolution Using Projections Onto The Epigraph Set of a Convex Cost Function. CoRR (2014)
Yusuf Hakan Habiboglu, Rasim Akin Sevimli, Ahmet Enis Çetin, Tom C. Pearson
Separating nut-shell pieces from hazelnuts and pistachio kernels using impact vibration analysis. SIU (2013)
Mohammad Tofighi, Kivanç Köse, Ahmet Enis Çetin
Denoising Using Projection Onto Convex Sets (POCS) Based Framework. CoRR (2013)
Ali Erdem Ertan, Emre B. Aksu, Hakki Gökhan Ilk, Mehmet Haydar Karcí, Onder Karpat, Taner Kolcak, Levent Sendur, Mübeccel Demirekler, Ahmet Enis Çetin
Implementation of an enhanced fixed point variable bit-rate MELP vocoder on TMS320C549. ICASSP (1999)
Ahmet Enis Çetin, Ömer Nezih Gerek, Yasemin Yardimci
Equiripple FIR filter design by the FFT algorithm. IEEE Signal Process. Mag. 14 (2) (1997)
Engin Erzin, Ahmet Enis Çetin
Interframe differential vector coding of line spectrum frequencies. ICASSP (2) (1993)