Advances in Machine Learning & Artificial Intelligence(AMLAI)

Konya Technical University: Konya, Turkey

Publications

• Research Article   
  The Art of Seeing: A Computer Vision Journey into Object Detection
  Author(s): Mohammad Salman Khan* and Ayesha Imran
  
  Object detection is a basic task in computer vision with numerous applications ranging from surveillance and autonomous driv- ing to medical imaging and augmented reality. Recently, Machine and Deep learning approaches have significantly advanced the State-of-the-Art in object detection, enabling remarkable progress in accuracy, robustness, and efficiency. This paper pres- ents a detailed review of recent researches and developments in Computer Vision, Object Detection and Sensing Techniques. We discuss key concepts, methodologies, and challenges in object detection, focusing on deep learning-based approaches. Additionally, we explore emerging trends such as instance segmentation, few-shot learning, and privacy- preserving techniques in object detection. Furthermore, we discuss benchmark datasets, evaluation metrics, and open research challenges in the field. Keeping in view the curre.. Read More»
  

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