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Eduard Marius Cojocea

Chief Technical Officer at Esenca Sizing

About Eduard

Eduard Marius Cojocea is Chief Technology Officer at Esenca Sizing, holding a PhD in Computer Science from Politehnica University of Bucharest with a focus on machine learning and computer vision. He leads the technical development of Esenca’s body measurement engine, bringing deep expertise in image processing, computer graphics, and parallel computing to the challenge of accurate 3D body measurement from smartphone photos. His writing covers the science behind anthropometric data modelling, measurement accuracy, and the engineering decisions that make reliable size prediction possible at scale.

Areas of Expertise

Machine learning and computer vision

3D body measurement and image processing

Anthropometric data modelling

Computer graphics and parallel

Size prediction algorithms

Articles by Eduard

3D Foot Measurement for Commercial Footwear Programs: A Procurement Guide

3D Foot Measurement for Commercial Footwear Programs: A Procurement Guide

A safety shoe program is the process an employer uses to specify, fund, source and issue protective footwear to a workforce, and to document that it did so. Running one at scale means matching hundreds...

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Prosthetic Socket Fit and Residual Limb Volume: Why Manual Measurement Misses the Change

Prosthetic Socket Fit and Residual Limb Volume: Why Manual Measurement Misses the Change

Residual limb volume is not fixed. It falls sharply in the months after amputation, then keeps moving by a few percent over a single day, and socket fit depends on how well the clinic keeps...

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Glove Size Chart: Why the Same Size Doesn’t Fit the Same Way Across Brands

Glove Size Chart: Why the Same Size Doesn’t Fit the Same Way Across Brands

A medium from one manufacturer and a medium from another can sit a full size apart on the same hand. There is a standard behind protective glove sizing, EN ISO 21420:2020, and it publishes a...

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Foot Measurement Software: What Footwear Brands Need to Know Before Buying

Foot Measurement Software: What Footwear Brands Need to Know Before Buying

Foot measurement software captures a person’s foot dimensions through a smartphone camera or a dedicated scanner and converts them into a size recommendation, without a Brannock device or a fitter in the room. It’s a...

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When Is a Measurement Change Real? Repeatability and Accuracy in Compression Garment Fitting

When Is a Measurement Change Real? Repeatability and Accuracy in Compression Garment Fitting

A compression garment patient returns for reassessment. The calf circumference recorded today is 4mm smaller than the measurement taken at the previous visit six weeks ago. The question is not whether the number changed. It...

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Clinical validation vs. marketing claims: what evidence to demand from a measurement vendor

Clinical validation vs. marketing claims: what evidence to demand from a measurement vendor

Every digital measurement vendor will tell you their system is accurate. Fewer will tell you accurate at what, compared to what, on how many people, or under whose independent review. In compression garment distribution and...

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