4 citations · 8 across the 8 of their papers we have counts for
5 papers · 1 filter
MedDiffuseMix: Preserving Diagnostic Evidence with Saliency-Aware Diffusion Medical Image Data Augmentation
Teerath Kumar, Raja Vavekanand, Muhammad Turab
Limited data availability, class imbalance, and domain variability remain major barriers to reliable medical image classification. Conventional augmentation can improve training di…
Dance Style Recognition Using Laban Movement Analysis
Muhammad Turab, Philippe Colantoni, Damien Muselet +1
The growing interest in automated movement analysis has presented new challenges in recognition of complex human activities including dance. This study focuses on dance style recog…
Emotion Recognition in Contemporary Dance Performances Using Laban Movement Analysis
Muhammad Turab, Philippe Colantoni, Damien Muselet +1
This paper presents a novel framework for emotion recognition in contemporary dance by improving existing Laban Movement Analysis (LMA) feature descriptors and introducing robust,…
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement
Muhammad Turab
The usage of digital content (photos and videos) in a variety of applications has increased due to the popularity of multimedia devices. These uses include advertising campaigns, e…
Data Dimension Reduction makes ML Algorithms efficient
Wisal Khan, Muhammad Turab, Waqas Ahmad +3
Data dimension reduction (DDR) is all about mapping data from high dimensions to low dimensions, various techniques of DDR are being used for image dimension reduction like Random…