WASC Program - The Collaborative Workshop on the Architecture of Smart Cameras

Program Overview

Preliminary Program: Presenters, affiliations and countries are displayed
Presentation format is about 20min + questions, please request organizers for different formats (tutorial, demo, etc.)

Time	Program
Monday	July 1st
8 - 8.30	Welcome
8.30 - 9.30	Course on Machine Learning for Vision (i)
	Deep learning on embedded vision platforms - Victor Brea, CiTIUS USC
	FPGA machine learning for vision - Kamel Abdelouahab, Sma-RTy
9.30 - 10.30	Coffee break and demos.
10.30 - 12	Embedded deep learning platforms session
	On the Balanced Allocation of Convolutional Neural Network Models on FPGAs, A. Muñio-Gracia, CSIC-Univ. Sevilla
	Towards a Simplified Procedure for CNN Performance Prediction on Embedded Platforms, Delia Velasco-Montero, CSIC-Univ. Sevilla
12 - 14	Lunch
14-16.30	Course on Machine Learning for Vision (ii)
	Nvidia introduction to embedded deep learning - Vincent Nguyen, Nvidia
	Nvidia tutorial on embedded deep learning - Vincent Nguyen, Nvidia
16.30 - 18	Coffee break and demos.
16.30 - 18	In parallel, ITN ACHIEVE Project Meeting (reserved to ACHIEVE members)
20 …	Social Dinner - "Chez Edgar", Cesson-Sévigné.

Time	Program
Tuesday	July 2nd
8.30 - 9	Welcome
9 - 10	Embedded vision applications session
	Towards Accurate Single-Stream Human Action Detection in Real-Time, Yu Liu, ImViA - Univ. Bourgogne Franche-Comté
	Methods for Autonomous Navigation and Localization in Traffic Environments, Gopi Krishna Erabati, University of Coimbra
10 - 10.30	Coffee break and demos.
10.30 - 11.15	Smart image sensors session
	A CMOS vision sensor for background subtraction on the focal plane, Daniel Garcia-Lesta, CiTIUS USC
	Evaluation of Architectures for FPGA Implementation of High-Resolution TDCs, M. Parsakordasiabi, CSIC - Univ. Sevilla
11.15 - 12	Image processing session
	==OpenDenoising : An Open Benchmark for Image Denoising Methods==, Florian Lemarchand, IETR - INSA Rennes
	Image interpolation techniques, Seyfeddine Boukhtache, Institut Pascal - UCA
12 - 14	Lunch
14 - 15.30	Software components for embedded vision session
	Software architecture for cooperative sensing, Patrick Heyer Wollenberg, Ghent University
	Clip-level Feature Aggregation for Video-based Person Re-Identification, Chengjin Lyu, Ghent University
	Learning Domain and Pose Invariant Features between Pairs of Cameras for Person Re-Identification, Asad Munir, University of Udine
15.30 - 16.30	Coffee break and demos.
16.30 - 17.30	Heterogeneous architectures session
	Data and Task partition techniques and evaluation metrics for Deep Learning on FPGA-GPU Embedded Heterogeneous Architectures, Walther Carballo Hernández, Institut Pascal - UCA
	A general-purpose multi view smart camera and its application to object recognition with an efficient convolutional neural network, Jonathan Bonnard, Institut Pascal - UCA
17.30 - 18	3D sensing session
	3D sensing applications and techniques, Andrea Ferrario, IMASENIC S.L
18	Wrapping-up

Demos will include

• The GWEL Project, EDIXIA Automation

• Nvidia Jetbot