Author

Javeed Md

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Open access Sep 2026

A Novel KCGSO-CNN Model For Automated Brain Tumor Segmentation and Classification From MRI Scans

Experimental analysis indicates that the CNN-KCGSO framework provides improved segmentation quality, classification accuracy, and computational efficiency compared with conventional clustering and CNN-only baselines.

Javeed Md, Chin-Shiuh Shieh · Adolescência e Saúde · 0 citations

Open access Aug 2026

Design And Implementation Of An XNOR-Based Variable-Precision Object Detection Accelerator For Real-Time Edge AI Applications

This paper presents a hardware-efficient object detection accelerator based on XNOR-driven variable-precision computation for real-time edge artificial intelligence. The proposed network combines DenseToRes and transition layers to preserve feature information under aggressive quantization. Binary convolution is execut...

Javeed Md, Srinivasa Reddy Dumpa, K. Saisri et al. · Adolescência e Saúde · 0 citations