Computational Intelligence for Brain Tumors Detection -- Video-Based Monitoring and Analytics of Human Gait for Companion Robot -- Comparative Analysis of the Hierarchical 3D-SVD and Reduced Inverse Tensor Pyramid in Regard to Famous 3D Orthogonal Transforms -- Tracking of Domestic Animals in Thermal Videos by Tensor Decompositions -- Partial Contour Matching based on Affine Curvature Scale Space Descriptors -- Vision-Based Line Tracking Control and Stability Analysis of Unicycle Mobile Robots -- Markerless 3D Virtual Glasses Try-on System -- Copy Move Forgery Detection by using Key-Point based Harris Features and CLA clustering -- Web-based Virtual Reality for Planning and Simulation of Lifting Operations Performed by a Hydraulic Excavator -- On Metrics Used in Colonoscopy Image Processing for Detection of Colorectal Polyps.

This book is a collection of papers presented at the International Workshop on New Approaches for Multidimensional Signal Processing (NAMSP 2020), held at Technical University of Sofia, Sofia, Bulgaria, during 09-11 July 2020. The book covers research papers in the field of N-dimensional multicomponent image processing, multidimensional image representation and super-resolution, 3D image processing and reconstruction, MD computer vision systems, multidimensional multimedia systems, neural networks for MD image processing, data-based MD image retrieval and knowledge data mining, watermarking, hiding and encryption of MD images, MD image processing in robot systems, tensor-based data processing, 3D and multi-view visualization, forensic analysis systems for MD images and many more.