Cover Image

Direct Kernel Optimization: Efficient Design for Opto-Electronic Convolutional Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Almuallem, Ali, Weligampola, Harshana, Gnanasambandam, Abhiram, Xu, Wei, Godaliyadda, Dilshan, Sheikh, Hamid R., Chan, Stanley H., Guo, Qi
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quanta Video Restoration
by: Chennuri, Prateek, et al.
Published: (2024)

Diffusion Algorithm for Metalens Optical Aberration Correction
by: Weligampola, Harshana, et al.
Published: (2025)

FlowSteer: Conditioning Flow Field for Consistent Image Restoration
by: Wickremasinghe, Tharindu, et al.
Published: (2025)

Pupil Design for Computational Wavefront Estimation
by: Almuallem, Ali, et al.
Published: (2026)

GenMFSR: Generative Multi-Frame Image Restoration and Super-Resolution
by: Weligampola, Harshana, et al.
Published: (2026)

F2IDiff: Real-world Image Super-resolution using Feature to Image Diffusion Foundation Model
by: Jangid, Devendra K., et al.
Published: (2025)

Computational Imaging Through Atmospheric Turbulence
by: Chimitt, Nicholas, et al.
Published: (2024)

Opto-Atomic Spatio-Temporal Holographic Correlators for High-Speed 3D CNNs
by: Shen, Xi, et al.
Published: (2026)

Debiased Opto-electronic Joint Transform Correlator for Enhanced Real-Time Pattern Recognition
by: Gamboa, Julian, et al.
Published: (2025)

Quanta Diffusion
by: Chennuri, Prateek, et al.
Published: (2025)

Enhanced SCanNet with CBAM and Dice Loss for Semantic Change Detection
by: Ratnayake, Athulya, et al.
Published: (2025)

Ultrafast High-Flux Single-Photon LiDAR Simulator via Neural Mapping
by: Zhang, Weijian, et al.
Published: (2025)

Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach
by: Rajeev, Shreyas, et al.
Published: (2025)

LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels
by: Cui, Ziwei, et al.
Published: (2024)

AutoEncoder Convolutional Neural Network for Pneumonia Detection
by: Nosa-Omoruyi, Michael, et al.
Published: (2024)

Malaria detection using Deep Convolution Neural Network
by: Kumar, Sumit, et al.
Published: (2023)

LipKernel: Lipschitz-Bounded Convolutional Neural Networks via Dissipative Layers
by: Pauli, Patricia, et al.
Published: (2024)

Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine
by: Hashemi, Amirreza, et al.
Published: (2023)

Accurate Measles Rash Detection via Vision Transformer Fine-Tuning
by: Rajakaruna, Harshana, et al.
Published: (2020)

Precision Spatio-Temporal Feature Fusion for Robust Remote Sensing Change Detection
by: Wijenayake, Buddhi, et al.
Published: (2025)

Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution
by: Peng, Long, et al.
Published: (2024)

CoordGate: Efficiently Computing Spatially-Varying Convolutions in Convolutional Neural Networks
by: Howard, Sunny, et al.
Published: (2024)

Cuboid-Net: A Multi-Branch Convolutional Neural Network for Joint Space-Time Video Super Resolution
by: Fu, Congrui, et al.
Published: (2024)

Ultra-fast Real-time Target Recognition Using a Shift, Scale, and Rotation Invariant Hybrid Opto-electronic Joint Transform Correlator
by: Shen, Xi, et al.
Published: (2025)

Photonic Neuromorphic Accelerator for Convolutional Neural Networks based on an Integrated Reconfigurable Mesh
by: Tsirigotis, Aris, et al.
Published: (2024)

Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network
by: Patel, Kinjal A, et al.
Published: (2024)

Adaptive Convolutional Neural Network for Image Super-resolution
by: Wu, Ziang, et al.
Published: (2024)

On Efficient Neural Network Architectures for Image Compression
by: Zhang, Yichi, et al.
Published: (2024)

Brain Tumor Diagnosis Using Quantum Convolutional Neural Networks
by: Khan, Muhammad Al-Zafar, et al.
Published: (2024)

Convolutional Transformer-Based Image Compression
by: Arezki, Bouzid, et al.
Published: (2024)

EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation
by: Iqbal, Shahzaib, et al.
Published: (2024)

Joint Optimization of Primary and Secondary Transforms Using Rate-Distortion Optimized Transform Design
by: Pakiyarajah, Darukeesan, et al.
Published: (2025)

Parameter-Efficient Instance-Adaptive Neural Video Compression
by: Yang, Hyunmo, et al.
Published: (2024)

An Energy-Efficient Adiabatic Capacitive Neural Network Chip
by: Raghav, Himadri Singh, et al.
Published: (2025)

Parametric Modeling and Estimation of Photon Registrations for 3D Imaging
by: Zhang, Weijian, et al.
Published: (2024)

Fast PSF Synthesis with Defocused and Spherical Aberration
by: Ganino, Nicholas, et al.
Published: (2026)

MetaH2: A Snapshot Metasurface HDR Hyperspectral Camera
by: Liu, Yuxuan, et al.
Published: (2025)

MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
by: Khan, Fadeel Sher, et al.
Published: (2025)

Learned Adaptive Kernels for High-Fidelity Image Downscaling
by: Pise, Piyush Narhari, et al.
Published: (2025)

Edge-Aligned Initialization of Kernels for Steered Mixture-of-Experts
by: Determann, Martin, et al.
Published: (2026)