8 papers
QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing
Garvit Kumar Mittal, Sahil Tomar, Sandeep Kumar
The rapid advancement of object detection architectures has positioned single stage detectors as the dominant solution for real-time visual perception. A primary source of computat…
Quantum Gatekeeper: Multi-Factor Context-Bound Image Steganography with VQC Based Key Derivation on Quantum Hardware
Sahil Tomar, Sandeep Kumar
This paper presents Quantum Gatekeeper, a context-bound image steganography framework where successful payload recovery depends on both cryptographic decryption and the reconstruct…
Quantum walk inspired JPEG compression of images
Abhishek Verma, Sahil Tomar, Sandeep Kumar
This work proposes a quantum inspired adaptive quantization framework that enhances the classical JPEG compression by introducing a learned, optimized Qtable derived using a Quantu…
Quantum Fourier Transform Based Denoising: Unitary Filtering for Enhanced Speech Clarity
Rajeshwar Tripathi, Sahil Tomar, Sandeep Kumar +1
This paper introduces a quantum-inspired denoising framework that integrates the Quantum Fourier Transform (QFT) into classical audio enhancement pipelines. Unlike conventional Fas…
Histogram Driven Amplitude Embedding for Qubit Efficient Quantum Image Compression
Sahil Tomar, Sandeep Kumar
This work introduces a compact and hardware efficient method for compressing color images using near term quantum devices. The approach segments the image into fixed size blocks ca…
Quantum-Enhanced Hybrid Reinforcement Learning Framework for Dynamic Path Planning in Autonomous Systems
Sahil Tomar, Shamshe Alam, Sandeep Kumar +1
In this paper, a novel quantum classical hybrid framework is proposed that synergizes quantum with Classical Reinforcement Learning. By leveraging the inherent parallelism of quant…