FlexiGAN: An End-to-End Solution for FPGA Acceleration of Generative Adversarial Networks

Paper By: Amir Yazdanbakhsh Michael Brzozowski Behnam Khaleghi† Soroush Ghodrati Kambiz Samadi‡ Nam Sung Kim§ Hadi Esmaeilzadeh† Alternative Computing Technologies (ACT) Lab…

Suitability of recent hardware accelerators (DSPs and FPGAs) for computer vision and image processing algorithms

Today’s life, Computer vision and it’s applications, image processing algorithms form essential components of so many industrial, medical, commercial, and research-related applications. Today’s camera systems…

FPGA Accelerates Deep Residual Learning for Image Recognition

In recent years, due to the development of deep learning and advancement in hardware technology, this resulted in a breakthrough in Image classification. Recognizing the zip code from an image got better by using the…

Parallel 2D FFT implementation on FPGA suitable for real-time MR image processing

ACCELERATING IMAGE AND IMAGE PROCESSING DESIGN FOR FPGA USING HDL CODER AND SIMULINK

Real-Time Dense Stereo Matching with ELAS on FPGA Accelerated Embedded Devices

FPGA-accelerated machine learning inference as a service for particle physics computing

Summary-
 The current computational model for particle physics will not suffice to keep up with the expected future increases in the size of the dataset, detection of complexity…

FPGA: AN EFFECTIVE AND PROMISING PLATFORM FOR REAL TIME IMAGE PROCESSING APPLICATIONS

The reconfigurable computing technology in FPGAs , along with many other features of FPGAs make them ideally suited for real-time video processing.

FPGA Acceleration for Feature-Based Processing Applications