Scalable video coding is attractive due to the capability of reconstructing lower resolution or
lower quality signals from partial bit streams. This allows for simple solutions in adaptation to …

We study lossy-to-lossless compression of medical volumetric data using three-dimensional
(3-D) integer wavelet transforms. To achieve good lossy coding performance, it is important …

This paper presents an efficient video coding algorithm: Three-dimensional embedded
subband coding with optimized truncation (3-D ESCOT), in which coefficients in different …

Scalability at the bitstream level is an important feature for encoded video that is to be
transmitted and stored with a variety of target rates or to be replayed on devices with …

We propose disparity-compensated lifting for wavelet compression of light fields. With this
approach, we obtain the benefits of wavelet coding, such as scalability in all dimensions, as …

Despite massive research in deep learning, the human activity recognition (HAR) domain
still suffers from key challenges in terms of accurate classification and detection. The core …

Principal Components Analysis (PCA) has traditionally been utilized with data expressed in
the form of 1-D vectors, but there exists much data such as gray-level images, video …

This paper presents an architecture of the lifting-based running 3-D discrete wavelet
transform (DWT), which is a powerful image and video compression algorithm. The …

This article explores the efficiency of motion-compensated three-dimensional transform
coding, a compression scheme that employs a motion-compensated transform for a group of …

Super-Resolving (SR) video is more challenging compared with image super-resolution
because of the demanding computation time. To enlarge a low-resolution video, the …