IEEE

Improving Alzheimer’s Detection With Deep Learning and Image Processing Techniques

Abstract: Alzheimer’s Disease (AD) is characterized by the gradual degeneration and decline of brain cells, leading to irreversible neurological changes. This study investigates advanced image ...
IEEE

Breast Cancer Detection Using Mammography: Image Processing to Deep Learning

Abstract: Breast cancer stands as a predominant health concern for women globally. As mammography is the primary screening tool for breast cancer detection, improving the detection of breast cancer at ...
IEEE

Predictive Sampling in Image Sensing for Sparse Image Processing

Abstract: In this letter, we present a pixel-level predictive sampling method for image sensing and processing to reduce the computing overhead for power-limited image sensing systems. The predictive ...
IEEE

FPGA-based Medical Image Processing Using Hardware-Software Co-design Approach

Abstract: This paper presents a field-programmable gate array (FPGA) based medical image processing framework using a hardware-software co-design approach for biomedical tasks such as Malaria and ...
IEEE

Memristor based Crossbar Array using CNN for Image Processing Applications

Abstract: Image processing has become one of the popular neuromorphic computing applications in recent years. Most of the application areas require an efficient and real time image processing system.
IEEE

Neuro-Symbolic AI for Advanced Signal and Image Processing: A Review of Recent Trends and Future Directions

Abstract: Neuro-Symbolic Artificial Intelligence (NeSyAI) is a paradigm that combines neural networks with symbolic reasoning, building upon foundations laid in the 1990s and early 2000s, yet gaining ...
IEEE

Fast Processing of Massive Hyperspectral Image Anomaly Detection Based on Cloud-Edge Collaboration

Abstract: With the improvement of hyperspectral image resolution, existing anomaly detection algorithms find it challenging to quickly process large volumes of hyperspectral data while fully ...
IEEE

Efficient and Effective Blind JPEG Image Improvement With Sequential Feature Processing

Abstract: Image compression technologies such as JPEG enable efficient use of digital images. However, these technologies also degrade the quality of the image, resulting in a poor visual appearance ...
IEEE

Revolutionizing Image Processing: Innovations Impacts and Future Trends

Abstract: Image processing has become one of the key technologies that can be applied to numerous fields of activity such as medicine, astronomy, security, and entertainment. The present survey paper ...
IEEE

Design and Analysis of Energy Efficient Approximate Multipliers for Image Processing and Deep Neural Network

Abstract: Numerous obstacles in enhancing the performance of computing systems have spurred the emergence of approximate computing. Extensive studies have been reported on approximate computing to ...
IEEE

Garbage Detection System Using Image Processing

With the constant urbanization of societies and the increasing amount of waste generated, traditional waste management techniques are becoming less relevant as they do not meet the requirements of ...