The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright f

Recently, the algorithms for the processing of the visual information have greatly evolved, providing efficient and effective solutions to cope with the variabi

Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data,

Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Human-centere

This book introduces the applications of deep learning in various human centric visual analysis tasks, including classical ones like face detection and alignmen