Introduction to Convolution Operation
Comprehensive guide to convolution operation in signal processing, covering definition, formula, steps, and animated examples for practical understanding.
A Photoacoustic Airborne Sonar System
Innovative airborne sonar system using photoacoustic effect for high-throughput underwater imaging, bridging gap between aerial and underwater sensing technologies.
Modal Analysis from Random and Compressed Samples
Explores modal analysis techniques for structural health monitoring, focusing on efficient sampling and compression strategies in wireless sensor networks to minimize power consumption.
On the Unreasonable Effectiveness of Compressive Imaging - Ben Adcock, Simon Fraser University
Explores compressive imaging's effectiveness, discussing compressed sensing theory, optimal sampling strategies, and practical applications in data science and imaging technology.
How to Extract the Fourier Transform with Python
Extract and visualize Fourier Transform from audio using Python and Numpy. Compare magnitude spectra of the same note on different instruments, with practical code examples provided.
Discrete Fourier Transform Explained Easily
Explore the Discrete Fourier Transform's adaptation for digital signals, its visual interpretation, and practical hacks for time and frequency domains in audio signal processing.
Defining the Fourier Transform with Complex Numbers
Explore complex numbers in Fourier transform, including coefficients, visual interpretation, and inverse transform. Gain insights into elegant mathematical representations for audio signal processing.
Demystifying the Fourier Transform - The Intuition
Gain intuitive understanding of the Fourier Transform for audio signal processing through visual explanations, avoiding complex math while focusing on practical applications in frequency domain analysis.
How to Extract Audio Features
Explore acoustic feature extraction from audio signals, covering time and frequency domains, spectral leakage, windowing, frames, and hop length for enhanced audio processing understanding.
Model Based Deep Learning - Applications to Imaging and Communications - Yonina Eldar
Explore model-based deep learning for imaging and communications, merging parametric models with optimization tools for efficient, interpretable networks applicable to various real-world problems.
Compressed Sensing and Dynamic Mode Decomposition
Explore leveraging compressed sensing for dynamic mode decomposition, enabling analysis of under-sampled data. Learn techniques to extract meaningful insights from limited information.
Numerical Solutions to PDEs Using FFT
Explore numerical solutions to partial differential equations using Fast Fourier Transform, with practical examples and MATLAB code for efficient implementation and analysis.
Discrete Fourier Transforms
Explore discrete Fourier transforms, their applications in engineering, and mathematical foundations. Learn key concepts and techniques for analyzing digital signals and data processing.
SPACE Webinar Series - Image Enhancement and Noise Removal Techniques
Explore cutting-edge signal processing techniques for image restoration, noise removal, and low-light enhancement in this comprehensive webinar series.
Computational Imaging and Mask-Based Techniques - SPACE West Webinar
Explore computational imaging techniques, including mask-based imaging and lensless imaging, with Prof. Salman Asif. Learn about depth reconstruction, simulation results, and practical applications.
Elastography Techniques in Medical Imaging - From Palpation to Subharmonic Imaging
Explore advanced ultrasound techniques and elastography methods with Prof. Doyley, covering palpation, harmonic imaging, and stress analysis for medical applications.
Computational Microscopy Using LED Array for 3D Phase Imaging - Prof. Lei Tian
Explore advanced computational microscopy techniques using LED arrays for multimodal imaging, 3D phase reconstruction, and deep learning applications in high-resolution biological sample analysis.
Advances in Wave Imaging and Microlocal Analysis - SPACE Webinar Series
Explore wave imaging techniques, from traditional approaches to new methods, with a focus on microlocal analysis, Fourier integral operators, and neural network architectures for improved imaging.
Neural Imaging and Computational Displays - SPACE Webinar Series
Explore cutting-edge imaging technologies with Prof. Wetzstein, covering single-photon sensors, deep optics, holographic displays, and hybrid optical-electronic CNNs for advanced signal processing applications.
SPACE Webinar: Imaging Techniques for Museum Painting Analysis
Explore advanced imaging techniques for analyzing painting layers, including fluorescence, X-ray, and machine learning methods for art conservation and authentication.
Game Theoretic Learning and Spectrum Management - Part 2
Explore game theory in signal processing, covering multi-arm bandits, adaptive algorithms, and reinforcement learning for spectrum management and network optimization.