Design and Architecture for Signal and Image Processing: 18th International Workshop, DASIP 2025, Barcelona, Spain, January 2022, 2025, Proceedings [Paperback]

This book constitutes the refereed conference proceedings of the 18th International Workshop on Design and Architecture for Signal and Image Processing, DASIP 2025, held in Barcelona, Spain, during January 20-22, 2025. 

The 10 full papers included in this book were carefully reviewed and selected from 23 submissions.They were organized in topical sections as follows: Specialized Hardware Architecture for Efficient Processing; Efficient Processing using AI for Image, Vision and Signal Applications, and Analysis of Emerging Techniques for Signal Processing Applications.

.- Specialized Hardware Architecture for Efficient Processing.
.- CSD-Driven Speedup in RISC-V Processor.
.- Efficient FPGA implementation of ViT Non-Linear Functions.
.- LiFT: Lightweight,FPGA-tailored 3D object detection based on LIDAR data.
.- Efficient Processing using AI for Image, Vision and Signal Applications.
.- A practical HW-Aware NAS flow for AI vision applications on embedded heterogeneous SoCs.
.- Endoscopy image classification for wireless cpasules with CNNs on microcontroller-based platforms.
.- Joint Underwater Depth Estimation and Dehazing from Single Image using Attention U-Net.
.- KD-AHOSVD: Neural Network Compression via Knowledge Distillation and Tensor Decomposition.
.- Analysis of Emerging Techniques for Signal Processing Applications.
.- Novel scheduling and shifter networks for 5G LDPC decoders.
.- Comparison Between In-core Hardware IDS, Off-core Hardware IDS and Software IDS.
.- Comparative Study of Memory Optimization Techniques for Dataflow-modeled Applications.