A fast and accurate real-time vehicle detection method using deep learning for unconstrained environments
Deep learning-based classification and detection algorithms have emerged as a powerful
tool for vehicle detection in intelligent transportation systems. The limitations of the number …
tool for vehicle detection in intelligent transportation systems. The limitations of the number …
A three layered decentralized IoT biometric architecture for city lockdown during COVID-19 outbreak
In this article, we have built a prototype of a decentralized IoT based biometric face detection
framework for cities that are under lockdown during COVID-19 outbreaks. To impose …
framework for cities that are under lockdown during COVID-19 outbreaks. To impose …
Towards automatic license plate detection
Automatic License Plate Detection (ALPD) is an integral component of using computer
vision approaches in Intelligent Transportation Systems (ITS). An accurate detection of …
vision approaches in Intelligent Transportation Systems (ITS). An accurate detection of …
Localization of radiance transformation for image dehazing in wavelet domain
Hazy image observation is a serious phenomenon occurred by random scattering of
atmospheric elements. This reduces the scene prominence in terms of color contrast and …
atmospheric elements. This reduces the scene prominence in terms of color contrast and …
Robust discrimination of leukocytes protuberant types for early diagnosis of leukemia
Advanced laboratory technology has made blood testing more automated, robust and tests
are being implemented comprehensively. Leukocytes type differentiation is a critical …
are being implemented comprehensively. Leukocytes type differentiation is a critical …
Uncertainty-aware visual perception system for outdoor navigation of the visually challenged
Every day, visually challenged people (VCP) face mobility restrictions and accessibility
limitations. A short walk to a nearby destination, which for other individuals is taken for …
limitations. A short walk to a nearby destination, which for other individuals is taken for …
Image denoising via structure-constrained low-rank approximation
Low-rank approximation-based methods have recently achieved impressive results in image
restoration. Generally, the low-rank constraint integrated with the nonlocal self-similarity …
restoration. Generally, the low-rank constraint integrated with the nonlocal self-similarity …
AlexDarkNet: Hybrid CNN architecture for real-time Traffic monitoring with unprecedented reliability
RM Joshi, DS Rao - Neural Computing and Applications, 2024 - Springer
In recent years, the proliferation of vehicles on roadways, accompanied by an escalating
demand for augmented safety and refined traffic management, has fueled substantial …
demand for augmented safety and refined traffic management, has fueled substantial …
Enhanced detection and recognition system for vehicles and drivers using multi-scale retinex guided filter and machine learning
Accurate vehicle detection plays a vital role in intelligent transportation systems. Various day
conditions, for instance, dawn, morning, noon, or non-uniform illuminations put restrictions …
conditions, for instance, dawn, morning, noon, or non-uniform illuminations put restrictions …
A study on the design and implementation of an improved AdaBoost optimization mathematical algorithm based on recognition of packaging bottles
G Liu, SB Tsai - Mathematical Problems in Engineering, 2022 - Wiley Online Library
In this paper, a special design system is developed based on the design of the packaging
bottle to achieve the effective acquisition of the image of the cross‐section of the packaging …
bottle to achieve the effective acquisition of the image of the cross‐section of the packaging …