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Schedule 2018

 
 = Technical Insights I Track
 
 = Technical Insights II Track
 
 = Business Insights Track
 
 = Enabling Technologies Track 
 
 = Fundamentals Track 

 

Download a detailed PDF version of the complete schedule!

Tuesday, May 22

9:00 AM - 10:30 AM
Think Like an Amateur, Do As an Expert: Lessons from a Career in Computer Vision
Keynote Speaker
Mission City Ballroom B2-B5
10:40 AM - 11:10 AM
Invited Presentation: Solving Vision Tasks Using Deep Learning: An Introduction
Fundamentals
Mission City Ballroom M1-M3
10:40 AM - 11:10 AM
How Simulation Accelerates Development of Self-Driving Technology
Technical Insights II
Room 203/204
10:40 AM - 11:10 AM
Portability and Performance in Embedded Deep Neural Networks: Can We Have Both?
Technical Insights I
Mission City Ballroom B2-B5
10:40 AM - 11:10 AM
What’s Hot? The M&A and Funding Landscape for Machine Vision Companies
Business Insights
Theater
11:20 AM - 11:50 AM
Computer Vision HW Acceleration for Driver Assistance
Technical Insights II
Room 203/204
11:20 AM - 12:20 PM
From Feature Engineering to Network Engineering
Fundamentals
Mission City Ballroom M1-M3
11:20 AM - 11:50 AM
Invited Presentation: Ubiquitous $90B AR to Dominate Focused $15B VR by 2022, Becoming a Major Computer Vision Market
Business Insights
Theater
11:20 AM - 12:20 PM
Invited Presentation: Words, Pictures, and Common Sense: Visual Question Answering
Technical Insights I
Mission City Ballroom B2-B5
12:00 PM - 12:30 PM
Executive Perspective Presentation: Balancing Safety, Convenience and Privacy in the Era of Ubiquitous Cameras
Business Insights
Theater
12:00 PM - 12:30 PM
Understanding Real-World Imaging Challenges for ADAS and Autonomous Vision Systems – IEEE P2020
Technical Insights II
Room 203/204
12:00 PM - 8:00 PM
Vision Technology Showcase
Exhibit Hall A-1/B
12:30 PM - 1:30 PM
Lunch
1:30 PM - 2:00 PM
A New Generation of Camera Modules: A Novel Approach and Its Benefits for Embedded Systems
Enabling Technologies
Exhibit Hall A-3
1:30 PM - 2:30 PM
Even Faster CNNs: Exploring the New Class of Winograd Algorithms
Technical Insights I
Mission City Ballroom B2-B5
1:30 PM - 2:00 PM
Invited Presentation: The Roomba 980: Computer Vision Meets Consumer Robotics
Technical Insights II
Room 203/204
1:30 PM - 2:00 PM
Machine Learning Inference In Under 5 mW with a Binarized Neural Network on an FPGA
Enabling Technologies
Exhibit Hall A-2
1:30 PM - 2:00 PM
Reduce Risk in Computer Vision Design: Focus on the User
Business Insights
Theater
1:30 PM - 2:30 PM
Visual-Inertial Tracking for AR and VR
Fundamentals
Mission City Ballroom M1-M3
2:10 PM - 2:40 PM
Data-driven Business Models Enabled by 3D Vision Technology
Business Insights
Theater
2:10 PM - 2:40 PM
Deep Understanding of Shopper Behaviors and Interactions Using Computer Vision
Technical Insights II
Room 203/204
2:10 PM - 2:40 PM
Enabling Cross-platform Deep Learning Applications with the Intel CV SDK
Enabling Technologies
Exhibit Hall A-3
2:10 PM - 2:40 PM
Executive Perspective Presentation: Energy-efficient Processors Enable the Era of Intelligent Devices
Enabling Technologies
Exhibit Hall A-2
2:50 PM - 3:20 PM
Achieving High-Performance Vision Processing for Embedded Applications with Qualcomm SoC Platforms
Enabling Technologies
Exhibit Hall A-3
2:50 PM - 3:20 PM
Developing Computer Vision Algorithms for Networked Cameras
Technical Insights I
Mission City Ballroom B2-B5
2:50 PM - 3:20 PM
Executive Perspective Presentation: Leveraging Edge and Cloud for Visual Intelligence Solutions
Business Insights
Theater
2:50 PM - 3:50 PM
Getting More from Your Datasets: Data Augmentation, Annotation and Generative Techniques
Technical Insights II
Room 203/204
2:50 PM - 3:20 PM
High-end Multi-camera Technology, Applications and Examples
Enabling Technologies
Exhibit Hall A-2
2:50 PM - 3:50 PM
Understanding and Implementing Face Landmark Detection and Tracking
Fundamentals
Mission City Ballroom M1-M3
3:30 PM - 4:00 PM
Infusing Visual Understanding in Cloud and Edge Solutions Using State Of-the-Art Microsoft Algorithms
Enabling Technologies
Exhibit Hall A-3
3:30 PM - 4:00 PM
Building a Typical Visual SLAM Pipeline
Technical Insights I
Mission City Ballroom B2-B5
3:30 PM - 4:00 PM
From 2D to 3D: How Depth Sensing Will Shape the Future of Vision
Business Insights
Theater
3:30 PM - 4:00 PM
Mythic's Analog Deep Learning Accelerator Chip: High Performance Inference
Enabling Technologies
Exhibit Hall A-2
4:10 PM - 4:40 PM
Executive Perspective Presentation: Embedded AI for Smart Cities and Retail in China
Business Insights
Theater
4:10 PM - 4:40 PM
Invited Presentation: Building a Practical Face Recognition System Using Cloud APIs
Fundamentals
Mission City Ballroom M1-M3
4:10 PM - 4:40 PM
Programmable CNN Acceleration in Under 1 Watt
Enabling Technologies
Exhibit Hall A-2
4:10 PM - 4:40 PM
Programming Techniques for Implementing Inference Software Efficiently
Technical Insights I
Mission City Ballroom B2-B5
4:10 PM - 4:40 PM
Rapid Development of Efficient Vision Applications Using the Halide Language and CEVA Processors
Enabling Technologies
Exhibit Hall A-2
4:10 PM - 4:40 PM
Recognizing Novel Objects in Novel Surroundings with Single-shot Detectors
Technical Insights II
Room 203/204
4:50 PM - 5:20 PM
A Physics-based Approach to Removing Shadows and Shading in Real Time
Enabling Technologies
Exhibit Hall A-2
4:50 PM - 5:20 PM
Bad Data, Bad Network, or: How to Create the Right Dataset for Your Application
Fundamentals
Mission City Ballroom M1-M3
4:50 PM - 5:20 PM
Deploying CNN-Based Vision Solutions on a $3 Microcontroller
Technical Insights II
Room 203/204
4:50 PM - 5:20 PM
The OpenVX Computer Vision and Neural Network Inference Library Standard for Portable, Efficient Code
Technical Insights I
Mission City Ballroom B2-B5
5:00 PM - 6:00 PM
Vision Entrepreneurs' Panel
Business Insights
Theater
5:30 PM - 6:00 PM
APIs for Accelerating Vision and Inferencing: Options and Trade-offs
Technical Insights I
Mission City Ballroom B2-B5
5:30 PM - 6:00 PM
At the Edge of AI At the Edge: Ultra Efficient AI on Low-power Compute Platforms
Enabling Technologies
Exhibit Hall A-2
5:30 PM - 6:00 PM
How to Get the Labeled Data for Free
Technical Insights II
Room 203/204
5:30 PM - 6:00 PM
Introduction to Creating a Vision Solution in the Cloud
Fundamentals
Mission City Ballroom M1-M3
6:00 PM - 8:00 PM
Vision Technology Showcase Reception
Exhibit Hall A-1/B

Wednesday, May 23

9:00 AM - 10:30 AM
From Mobility to Medicine: Vision Enables the Next Generation of Innovation
Keynote Speaker
Mission City Ballroom B2-B5
10:30 AM - 6:00 PM
Vision Technology Showcase
Exhibit Hall A-1/B
10:40 AM - 11:10 AM
Understanding Automotive Radar: Present and Future
Fundamentals
Mission City Ballroom M1-M3
10:40 AM - 11:10 AM
Deep Learning on Arm Cortex-M Microcontrollers
Enabling Technologies
Exhibit Hall A-3
10:40 AM - 11:10 AM
Deep Quantization for Energy Efficient Inference at the Edge
Technical Insights I
Mission City Ballroom B2-B5
10:40 AM - 11:10 AM
Designing Smarter, Safer Cars with Embedded Vision Using Synopsys EV Processor Cores
Enabling Technologies
Exhibit Hall A-2
10:40 AM - 11:10 AM
Leveraging Cloud Computer Vision for a Real-time Consumer Product
Business Insights
Theater
10:40 AM - 11:10 AM
The Perspective Transform in Embedded Vision
Technical Insights II
Room 203/204
11:20 AM - 11:50 AM
Using Vision to Transform Retail
Business Insights
Theater
11:20 AM - 12:20 PM
Depth Cameras: A State-of-the-Art Overview
Fundamentals
Mission City Ballroom M1-M3
11:20 AM - 11:50 AM
Harnessing the Edge and the Cloud Together for Visual AI
Technical Insights II
Room 203/204
11:20 AM - 12:20 PM
Invited Presentation: What is Neuromorphic Event-based Computer Vision? Sensors, Theory and Applications
Technical Insights I
Mission City Ballroom B2-B5
11:20 AM - 11:50 AM
Neural Network Compiler: Enabling Rapid Deployment of DNNs on Low-Cost, Low-Power Processors
Enabling Technologies
Exhibit Hall A-2
11:20 AM - 11:50 AM
Rethinking Deep Learning: Neural Compute Stick
Enabling Technologies
Exhibit Hall A-3
12:00 PM - 12:30 PM
Computer Vision for Industrial Inspection: The Evolution from PCs to Embedded Solutions
Business Insights
Theater
12:00 PM - 12:30 PM
New Deep Learning Techniques for Embedded Systems
Technical Insights II
Room 203/204
12:00 PM - 12:30 PM
New Memory-centric Architecture Needed for AI
Enabling Technologies
Exhibit Hall A-2
12:00 PM - 12:30 PM
Project Trillium: A New Suite of Machine Learning IP from Arm
Enabling Technologies
Exhibit Hall A-3
12:30 PM - 1:30 PM
Lunch
1:30 PM - 2:00 PM
Enabling Software Developers to Harness FPGA Compute Accelerators
Enabling Technologies
Exhibit Hall A-2
1:30 PM - 2:00 PM
Embedding Programmable DNNs in Low-Power SoCs
Enabling Technologies
Exhibit Hall A-2
1:30 PM - 2:00 PM
Executive Perspective Presentation: Building up a Start-up in Embedded Vision: Lessons from Machine Vision
Business Insights
Theater
1:30 PM - 2:30 PM
Invited Presentation: Approaches for Energy Efficient Implementation of Deep Neural Networks
Fundamentals
Mission City Ballroom M1-M3
1:30 PM - 2:00 PM
Invited Presentation: Implementing Image Pyramids Efficiently in Software
Technical Insights II
Room 203/204
1:30 PM - 2:00 PM
Real-time Calibration for Stereo Cameras Using Machine Learning
Technical Insights I
Mission City Ballroom B2-B5
2:10 PM - 2:40 PM
Architecting a Smart Home Monitoring System with Millions of Cameras
Technical Insights II
Room 203/204
2:10 PM - 2:40 PM
Building Efficient CNN Models for Mobile and Embedded Applications
Technical Insights I
Mission City Ballroom B2-B5
2:10 PM - 2:40 PM
Deep Learning in MATLAB: From Concept to Optimized Embedded Code
Enabling Technologies
Exhibit Hall A-2
2:10 PM - 2:40 PM
Exploiting Reduced Precision for Machine Learning on FPGAs
Enabling Technologies
Exhibit Hall A-3
2:10 PM - 2:40 PM
The Four Key Trends Driving the Proliferation of Visual Perception
Business Insights
Theater
2:50 PM - 3:20 PM
Achieving 15 TOPS/s Equivalent Performance in Less Than 10 W Using Neural Network Pruning on Xilinx Zynq
Enabling Technologies
Exhibit Hall A-2
2:50 PM - 3:20 PM
Improving and Implementing Traditional Computer Vision Algorithms Using DNN Techniques
Technical Insights II
Room 203/204
2:50 PM - 3:50 PM
Introduction to Optics for Embedded Vision
Fundamentals
Mission City Ballroom M1-M3
2:50 PM - 3:20 PM
Optimizing Your System Software and BSP for Embedded Vision and AI
Enabling Technologies
Exhibit Hall A-3
2:50 PM - 3:20 PM
Overcoming Bias in Computer Vision - A Business Imperative
Business Insights
Theater
2:50 PM - 3:20 PM
Utilizing Neural Networks to Validate Display Content in Mission Critical Systems
Technical Insights I
Mission City Ballroom B2-B5
3:30 PM - 4:00 PM
Hybrid Semi-Parallel Deep Neural Networks (SPDNN) – Example Methodologies & Use Cases
Technical Insights II
Room 203/204
3:30 PM - 4:00 PM
Invited Presentation: Intelligent Consumer Robots Powering the Smart Home
Business Insights
Theater
3:30 PM - 4:00 PM
NovuTensor: Hardware Acceleration of Deep Convolutional Neural Networks for AI
Enabling Technologies
Exhibit Hall A-2
3:30 PM - 4:00 PM
Pilot AI Vision Framework: From Doorbells to Defense
Enabling Technologies
Exhibit Hall A-3
3:30 PM - 4:00 PM
Role of the Cloud in Autonomous Vehicle Vision Processing: A View from the Edge
Technical Insights I
Mission City Ballroom B2-B5
4:10 PM - 4:40 PM
Introduction to Lidar for Machine Perception
Fundamentals
Mission City Ballroom M1-M3
4:10 PM - 4:40 PM
Invited Presentation: Generative Sensing: Reliable Recognition from Unreliable Sensor Data
Technical Insights I
Mission City Ballroom B2-B5
4:10 PM - 4:40 PM
The Journey and Sunrise Processors: Leading-Edge Performance for Embedded AI
Enabling Technologies
Exhibit Hall A-3
4:50 PM - 5:20 PM
Creating a Computationally Efficient Embedded CNN Face Recognizer
Technical Insights I
Mission City Ballroom B2-B5
4:50 PM - 5:20 PM
Designing Vision Front Ends for Embedded Systems
Fundamentals
Mission City Ballroom M1-M3
5:00 PM - 6:00 PM
Vision Tank: Competition for Innovative Vision-Based Products
Business Insights
Theater
5:30 PM - 6:00 PM
Optimize Performance: Start Your Algorithm Development With the Imaging Subsystem
Fundamentals
Mission City Ballroom M1-M3
Save the Date: May 20-23, 2019 in Santa Clara, California