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Enhanced People Detection and Tracking in Smart Surveillance Using Probabilistic Modeling

VW Engineering International, Volume: 6, Issue: 2, 148-156

  • Received: March 28, 2025
  • Accepted: April 18, 2025
  • Published online: April 26, 2025

Aravind B. B*1, Sanjeev Kumar Shah2, D. Abdul Jaleel3, G. Praburam4, Premalatha V5

*1Department of Computer Science and Engineering (Data Science), Malla Reddy Engineering College, Hyderabad

2Department of Computer Science and Engineering, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun

3Department of Computer Science & Technology Madanapalle Institute of Technology & Science, Madanapalle

4Department of Computer Science and Engineering, Viswam Engineering College, Madanapalle5Department of Computer Science and Engineering, SASI Institute of Technology and Engineering,

Abstract:  People detection and tracking play a crucial role in smart surveillance systems, enabling various applications such as behavior analysis, identity recognition, and anomaly detection. Accurately detecting and tracking individuals in dynamic environments remains challenging due to variations in lighting, occlusions, and background noise, presenting a new and innovative approach for robust people detection and tracking, incorporating multiple processing stages: foreground extraction, noise removal, people detection, and tracking with re-identification.

The proposed method begins by extracting the foreground region from the background image to isolate potential moving objects. Subsequently, a noise removal technique is applied to enhance the precision of detection by eliminating unwanted artifacts. Once the foreground is refined, individuals are detected and tracked across consecutive frames. A re-identification mechanism ensures the correct association of individuals, even in cases of occlusion or temporary disappearance. To evaluate the effectiveness of the approach, extensive experiments were conducted on the PETS2009 dataset, a widely recognized benchmark for multi-object tracking in surveillance applications, suggesting the achievement of higher accuracy in detecting and tracking multiple individuals by the proposed method, even in complex scenarios. Furthermore, the method enhances people’s counting capabilities, reducing errors commonly observed in traditional tracking techniques. The findings suggest that the proposed approach can be effectively integrated into real-time surveillance systems, improving automated monitoring and security applications.

Keywords: people detection, people tracking, conditional probability, people counting

Modelling and Analysis of Defected Ground Structured Microstrip Antennas for S-Band and Satellite Communication Applications

Abstract: Focus on Basic introduction to antenna and its parameters and their overview.Focuses on Literature review regarding multiband, wideband as well as ultrawideband and ultrawideband notched antennas. The focus on design and analysis of multiband antenna. To obtain multiband characteristics the patch of the antenna and the ground is slotted with spiral shaped ring. Due to that ring the antenna is getting multiband characteristics. The proposed antenna designed using ANSYS HFSS and etched on a FR4 Substrate. The designed antenna works in the band of WIFI and X-band applications. Though the model has obtained multiband characteristics multiband antenna has its effects on gain and efficiency the gain is low on lower bands and high at higher bands is observed.the focus on design and analysis of wideband antenna. To obtain wideband characteristics the patch of the antenna is taken triangular and the ground is closed to the structure. The antenna works up to 7.6GHz covering all the commercial bands from 2GHZ and the proposed antenna designed using ANSYS HFSS and etched on a FR4 Substrate. The designed antenna works in the band of WIFI and X-band applications. The model is having low gain at lower bands and high radiation efficiency at the higher bands is observed.The Final work focused on design and analysis of ultrawideband Notched antenna. To obtain ultrawideband characteristics the patch of the antenna is taken rectangular and it is added with T shaped stub and ground is enclosed with a rectangular ring which is enclosed both sides of the feedline. Due to that ring the antenna is getting enhanced gain and efficiency characteristics. The proposed antenna designed using ANSYS HFSS and etched on a FR4 Substrate. The designed antenna Gets notched in WiMAX(3.5GHz) and 4.8-6GHz bands which intern takes most of the working in the ultrawideband region. This modal works in almost all commercial wireless applications and with gain efficient at that bands is observed.

Keywords: Defected Ground Structured; Microstrip Antennas; Satellite Communication

VW Engineering International, Volume: 5, Issue: 3, 129-147

Received: Nov. 15, 2023
Accepted: Dec. 19, 2023
Published online: Dec. 19, 2023

Khalid Jalal Bhat*, Lakhvir Kuar, Pooja Sharma

Department of Electronics & Communication Engineering, Doaba Institute of Engineering & Technology, Mohali, Punjab 147301, India

A Comprehensive Study on Various Window Glazing in Buildings for Composite Climatic Conditions

VW Engineering International, Volume: 5, Issue: 2, 118-128

Received:Nov. 01, 2023
Accepted:Nov. 25, 2023
Published online: Nov. 26, 2023

Tippana Sai Snehal Kumar1, Tabish Alam 2*, Kishor S. Kulkarni 2, Mukesh Kumar 1

1Department of Mechanical Engineering Indian Institute of Engineering Science and Technology, Shibpur 2APEE, CSIR-Central Building Research Institute, Roorkee-247667

*Corresponding Authors Email:  tabish.iitr@gmail.com

Abstract:  In a densely populated country like India, there is a lot of building construction happening daily and people due to a lack of awareness and information always tend to use simple, cheaper, and easily available window glazing which is less energy efficient, this happens due to the technology gap and lack of comparative analysis of different types window glazing. This study examines how different window glazing perform when it comes to changes in solar gains, embodied carbon content, heating and cooling loads as a result of the physical and optical characteristics of conventional windows and advanced window technologies with the help of computer simulations using building energy modeling in DesignBuilder software. The primary goal of this paper is to provide engineers with a comparative analysis of a wide range of window glazing and suggest the optimum case in which there is reduced decooling and heating loads for a given space along with the amount solar gain into the building’s interior making the building’s energy efficient and reduce the carbon footprint that helps in earning carbon credits which will further reduce cost and payback period. The simulations and analysis are done for the composite climate of Roorkee, India.

Keywords: energy efficient, window glazing, solar gains, embodied carbon content

A Comprehensive Analysis of Thermal Energy Storage: Technologies, Applications, and Advancements

VW Engineering International, Volume: 5, Issue: 1, 113-117

Received: April 02, 2023
Accepted: May 29, 2023
Published online: May. 29, 2023

Vishal Kumar Singh1,*, Hemant Mondal1

1Department of Mechanical Engineering, MCKV Institute of Engineering (MCKVIE), West Bengal, India

Abstract:  The demand for sustainable and efficient energy solutions has never been more pressing as the world faces the challenges of climate change and a growing energy demand. Thermal energy storage (TES) emerges as a crucial component of the energy transition, offering the potential to enhance energy efficiency, reduce greenhouse gas emissions, and facilitate the integration of renewable energy sources into the grid. This comprehensive review delves into the various aspects of thermal energy storage, covering its fundamental principles, types, applications, advantages, challenges, and future prospects. By exploring the latest developments and research in the field, we aim to provide a holistic understanding of TES and its role in the global energy landscape.

Keywords: Thermal Energy Storage; Technologies; Applications; Advancements

A Comprehensive Review of Cupping Therapy, Hijama Through the Ages

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VW Applied Sciences, Volume: 5, Issue: 2, 177-184

Received: July 23, 2023
Accepted: Sept. 13, 2023
Published online: Sept. 16, 2023

Huma Khatoon 1*, Rizwana Khatoon 1, Tabassum Ansari 2,  Hana Abbasi 1, Shahbaz Ali Khan 1, Mohd Rashid 1

1 Jamia Hamdard University, Hamdard Nagar, New Delhi, 110062, India

2 State Takmeel-Ut-Tib College & Hospital, Lucknow, 226002, India

Abstract: Hijama, or cupping therapy, has traversed an intricate path from ancient therapeutic traditions to its modern adaptations. Its historical significance spans across multiple civilizations, being deeply rooted in Islamic prophetic medicine and other cultural practices. A plethora of techniques, such as wet, dry, and moving cupping, emphasize its adaptability to varied therapeutic needs. Scientific evaluations hint at its potential efficacy in areas like pain mitigation, blood circulation enhancement, and, though more rigorous research is advocated for universal validation. Contemporary global health trends, technological exposures, and socio-religious factors shape its present-day perception, with notable inclinations in sports medicine and endorsements by public figures. However, concerns about safety, possible side effects, and the pressing demand for standardized practitioner training underscore the need for its judicious application. As Hijama carves its niche in the modern health paradigm, it simultaneously evokes a balance of enthusiasm, skepticism, and curiosity. This narrative encapsulates the evolution of a practice deeply anchored in tradition, highlighting the importance of scientific scrutiny, cultural appreciation, and safety protocols in its holistic reception and implementation.

Biodiesel engine fuel for internal combustion engine and its particulate matter emission on health: A Review

VW Engineering International, Volume: 5, Issue: I, 104-112

Received: May 02, 2023
Accepted: May 25, 2023
Published online: May 28, 2023

Mohd Muzammil Zubair *1,2, Mohamed Ahmed Alawad Abdallah 2

1Center for Advanced Material, Qatar University, Doha, Qatar

2Department of Mechanical and Industrial Engineering, Qatar University, Doha, Qatar

Abstract: The diesel engine is one of the most widely employed units for power generation and it alone consumes a large amount of entire petroleum. On the other hand, it is the major contributor of particulate matter (PM) emission into the outdoor environment. Particulate matter (PM) is the amalgamation of different particles with liquid droplets and can be generated directly from the source or can be formed through atmospheric chemistry. Particulate matter (PM) generation is harmful to human health in numerous ways discussed in this paper. There is no threshold limit for particulate matter (PM) exposure for human beings. However different organizations such as US EPA and ASHRAE have set limits for acceptable concentration of particulate matter (PM) exposure. The paper has gone through the effects of different types of biodiesel fuel from the literature on quantity of particulate matter (PM). It was found that both the existence of high concentration of the Oxegentaed atoms and the robust dual bonds between it and the Carbon in the biodiesel creates less percentage of soot, giving lower PM emissions amount for the biofuel combustion. However, rising the length of fatty acid chain impacts remarkable growth in microscopic particle mode and there is a growth in the number of microscopic particles, which is a real crisis for running engines with biofuels due to the smaller particles sized being more dangerous to human health.

Keywords: Biodiesel; engine; fuel; particulate matter; emission

Innovative Green Steelmaking Process for Sustainable Steel Production

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VW Applied Sciences, Volume: 5, Issue: 1, 171-176

Received: March 23, 2023
Accepted: April 27, 2023
Published online: April 29, 2023

Md Irfanul Haque Siddiqui 1,*

1Department of Mechanical Engineering, King Saud University, Riyadh 11451, Saudi Arabia

Abstract:  The steel industry plays a vital role in global economic development, but it is also responsible for significant environmental impacts, including greenhouse gas emissions, resource depletion, and waste generation. As the world strives for sustainability, the concept of green steelmaking has emerged as a pathway to mitigate these challenges and promote a more environmentally friendly steel production process. Green steelmaking encompasses a range of practices and technologies aimed at reducing the industry’s carbon footprint and minimizing its environmental impact. One key aspect of green steelmaking is the integration of renewable energy sources into the production process. By shifting away from fossil fuels and adopting clean energy alternatives such as wind, solar, or hydropower, steelmakers can significantly reduce their carbon emissions and dependence on finite resources. Another crucial element of green steelmaking is the recycling and reuse of materials. Steel is highly recyclable, and by utilizing scrap steel as a primary feedstock, the industry can reduce the need for virgin raw materials, conserve resources, and decrease energy consumption. Additionally, byproducts and waste materials from the steelmaking process, such as slag and sludge, can be repurposed for various applications, contributing to waste reduction and resource efficiency. Furthermore, green steelmaking involves the implementation of advanced technologies and process optimization. Innovative technologies like electric arc furnaces, which use electricity instead of fossil fuels for steel melting, offer higher energy efficiency and lower carbon emissions compared to traditional blast furnaces. Hydrogen-based reduction processes, which utilize hydrogen as a reducing agent instead of carbon, show promise in achieving carbon-free steel production. To support the transition to green steelmaking, collaboration, and policy support are essential. Governments and regulatory bodies can play a crucial role in incentivizing and promoting sustainable practices through supportive policies, financial incentives, and the establishment of regulatory frameworks. Collaboration between industry stakeholders, research institutions, and technology providers is also vital for knowledge sharing, research and development, and the scaling up of sustainable steelmaking solutions. In conclusion, green steelmaking represents a transformative approach to steel production, aligning with the global objectives of sustainability and environmental stewardship. By integrating renewable energy, promoting recycling, adopting innovative technologies, and fostering collaboration, the steel industry can reduce its environmental impact, contribute to climate change mitigation, and pave the way for a greener and more sustainable future.

Keywords: steel industry; green steelmaking process; sustainable;

Results: The VALLWAY Research Award 2022

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We are glad to present The VALLWAY Research Award 2022 to the following people in different categories.

Please click here to see the list of selected candidates.

A comparative study on marble dust as a replacement agent on cement concrete

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VW Applied Sciences, Volume: 4, Issue: 3, 165-170

Received: Nov. 18, 2022
Accepted: Nov. 29, 2022
Published online: Dec. 05, 2022

Sheikh Uzair Javaid1*, Rekha devi1, Pooja sharma1

1Department of Civil Engineering, Desh Bhagat University, Mandi Gobindgarh Punjab 147301, India

Abstract: Marble dust is a by-product of the marble manufacturing process. During the cutting operation, a huge amount of powder is created. As a result, around a quarter of the initial marble mass is lost to dust. Directly releasing these waste materials into the environment might result in environmental problems such as increased soil alkalinity, plant and human health effects, and so on. Marble powder can be used as an additive in concrete to boost its strength. It is a solid waste product of marble production that can be utilized as a filler in cement or as fine aggregates in concrete. Using this trash, cheaper and more lasting concrete can be made. can help to solve various ecological and environmental issues. This study discusses the viability of substituting marble debris for cement in order to save money and the environment. The usage of marble dust particles as a fine aggregate replacement in concrete is studied in this study. In concrete, marble has taken the position of fine aggregate at content levels of 0, 4, 8, 12, and 16. To examine the varied features of Marble dust concrete, five distinct series of concrete mixtures were created. Workability, compressive strength, water absorption, specific gravity, and other parameters of controlled concrete have been compared.

Keywords: Marble dust, sieve analysis, Slump cone test, compressive strength test, split tensile strength test,

The methodology used to simulate the steelmaking process

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VW Applied Sciences, Volume: 4, Issue: 3, 154-164

Received: Nov. 12, 2022
Accepted: Nov. 29, 2022
Published online: Dec.01, 2022

Nitin Amratav 1* and Kulyant Kumar 1

1Department of Metallurgy, College of Engineering, Amravati, Amravati, Maharashtra 444604, India

Abstract:  Because of the research that has been done over the past three decades, continuous casting is now a complex and cutting-edge technique. This study has referenced the critical numerical modeling approach of the continuous casting process. The current work explains how molten steel flows, transfers heat, solidifies, forms the shell through solidification and coupling, and more. The continuous casting process is currently a trusted industrial method for the manufacture of steel. Numerous complex processes involving fluid flow, heat transport, and structural deformation are a part of the continuous casting process. Since metallurgical techniques have recently advanced, the continuous casting process has taken over as the primary way to make steel. Steel producers are always looking for innovative, more productive manufacturing techniques in order to achieve efficient and effective output.

Keywords: steelmaking, continuous casting, numerical modeling,