Sex Estimation from Footwear Outsole Impressions Using CNN Transfer Learning and Interpretable Image Statistics

arXiv:2609.25386 · cs.CV, cs.LG · Submitted 2026-09-21 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-21

Updated: 2026-09-29

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 22× in this paper · explained in 1 episode
Transfer Learning — 15× in this paper · explained in 10 episodes
Fine-Tuning — 11× in this paper · explained in 5 episodes
Feature Extraction — 9× in this paper · explained in 2 episodes
Adaptation — 3× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Calibration — 2× in this paper · explained in 7 episodes
Uncertainty Quantification — 2× in this paper · explained in 8 episodes
Adam — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Conformal Prediction — 1× in this paper · explained in 5 episodes
Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
External Validation — 1× in this paper · explained in 2 episodes
Hierarchical Framework — 1× in this paper · explained in 2 episodes
Representation Learning — 1× in this paper · explained in 2 episodes