IMPORTANT DATES
	2024
Registration Opens	Nov.
Demonstration Applications Due	21 Dec
	2025
Early Registration Ends	7 Jan
FastTrack Proceedings Manuscripts Due	8 Jan
Hotel Reservation Deadline	24 Jan
Symposium Begins	2 Feb
Non-FastTrack Proceedings Manuscripts Due	21 Feb

Sponsors and Exhibitors

Exhibitors

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EI2025 EDUCATIONAL PROGRAM

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New and Hands-on Short Courses
Short Courses by Day and Time
Short Course Fees

Dive Deep / Learn New Skills

EI Short Courses complement the technical papers and social programs with seventeen 2- or 4-hour classes taught by leading academic and industry experts from across the globe. Courses move from introductory to advanced in content, as well as from theoretical to practical, allowing attendees the opportunity to explore new areas or gain more depth in others.

All Courses

See table below for layout and listing.

New Courses

SC01 CMOS & CCD Image Sensors: Technology, Applications and Camera Design Methodology (Richard Crisp)
SC06 Introduction to Deep Learning for Imaging Engineers (Gilles Roux)
SC07 Practical High Dynamic Range Image Quality Evaluation (Roy Biswas and François-Xavier Thomas )
SC12 Advanced Image Enhancement and Deblurring (Ranganathan Hariharan)
SC14 Diffusion Models for Imaging and Vision (Stanley Chan)
SC15 Information Metrics for Optimizing Machine Vision Systems (Norman Koren)
SC17 Infinite-ISP: An Open-Source Hardware ISP Package for All Imaging Needs (Bilal Zafar and Sohaib Imran)

Hands-on Courses

SC07 Practical High Dynamic Range Image Quality Evaluation (Roy Biswas and François-Xavier Thomas)
SC12 Advanced Image Enhancement and Deblurring (Ranganathan Hariharan)
SC17 Infinite-ISP: An Open-Source Hardware ISP Package for All Imaging Needs (Bilal Zafar and Sohaib Imran)

Updated with Demo

SC04 Camera Noise Sources and Their Characterization Using International Standards (Kevin Matherson and Uwe Artmann)

COURSES / WORKSHOPS BY DAY / TIME

Short course descriptions, including level, prerequisites, benefits, and instructor bios are found via the title links in the table below.

Sunday 2 February
13:30 – 17:45
CAMERA / SENSORS / CALIBRATION	IMAGE QUALITY / PROCESSING	IMAGE QUALITY / PROCESSING CAMERA / SENSORS / CALIBRATION
NEW SC01: CMOS & CCD Image Sensors: Technology, Applications and Camera Design Methodology Richard Crisp	SC02: CANCELED Perceptual Metrics for Image and Video Quality: From Perceptual Transparency and Structural Equivalence to Neural Networks Thrasyvoulos N. Pappas and Sheila Hemami	SC03: Measurement and Calibration of Image Quality Key Performance Indicators (KPIs) Kevin Matherson and Uwe Artmann

Monday 3 February
8:30 – 10:30
CAMERA / SENSORS / CALIBRATION	DISPLAY / HDR IMAGE QUALITY / PROCESSING	AI / MACHINE LEARNING
UPDATED / DEMO SC04: Camera Noise Sources and Their Characterization Using International Standards Kevin Matherson and Uwe Artmann	SC05: High Dynamic Range (HDR) Theory and Technology John J. McCann	NEW SC06: Introduction to Deep Learning for Imaging Engineers Gilles Roux
	15:30 – 17:30
	DISPLAY / HDR IMAGE QUALITY / PROCESSING	AI / MACHINE LEARNING
	NEW / HANDS-ON SC07: Practical High Dynamic Range Image Quality Evaluation Roy Biswas and François-Xavier Thomas	NEW SC08: CANCELED Efficient CNN Deployment at the Edge: Quantization Dwith Chenna

Tuesday 4 February
8:30 – 12:45
CAMERA / SENSORS / CALIBRATION		IMAGE QUALITY / PROCESSING
SC09: 3D Imaging Systems Hardware and Its Calibration Kevin Matherson	SC10: Production Line Camera Color Calibration Eric Walowit and Dietmar Wueller	NEW / HANDS-ON SC12: Advanced Image Enhancement and Deblurring Ranganathan Hariharan

Wednesday 5 February
8:30 – 12:45
CAMERA / SENSORS / CALIBRATION / IMAGE QUALITY / PROCESSING
NEW / HANDS-ON SC11: CANCELED Creating Perceptual and Behavioral Experiments with Unity and VR Richard Murray	SC13: Image Quality Foundations: Standards for Mobile, Automotive, and Machine Vision Applications Peter Burns and Don Williams
15:30 - 17:30
AI / MACHINE LEARNING
NEW SC14: Diffusion Models for Imaging and Vision Stanley Chan	NEW SC15: Information Metrics for Optimizing Machine Vision Systems Norman Koren

Thursday 6 February
8:30 – 12:45
CAMERA / SENSORS / CALIBRATION	IMAGE QUALITY / PROCESSING	AI / MACHINE LEARNING / IMAGE QUALITY / PROCESSING
HANDS-ON SC16: CANCELED Hands-on Practice with Automotive Image Quality Measurements Claudio Greco	NEW / HANDS-ON SC17: Infinite-ISP: An Open-Source Hardware ISP Package for All Imaging Needs Bilal Zafar and Sohaib Imran	SC18: CANCELED Multimedia Forensics in the Age of AI: Digital Forgery, Generative Models, and Deepfakes Sebastiano Battiato and Luca Guarnera

Short Course Fees

	Through 7 January			Starting 8 January
	Member	Non-Member	Student	Member	Non-Member	Student
4-hour courses	$345	$390	$120	$395	$440	$145
2-hour courses	$210	$235	$75	$260	$285	$100
Take 3 or more courses and receive 10% discount. Use Coupon Code 2025PICK3 at checkout.

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