Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval

Humans use context and scene knowledge to easily localize moving objects in conditions of complex illumination changes, scene clutter and occlusions. In this paper, we present a method to leverage human knowledge in the form of annotated video libraries in a novel search and retrieval based setting to track objects in unseen video sequences. For every video sequence, a document that represents motion information is generated. Documents of the unseen video are queried against the library at multiple scales to find videos with similar motion characteristics. This provides us with coarse localization of objects in the unseen video. We further adapt these retrieved object locations to the new video using an efficient warping scheme. The proposed method is validated on in-the-wild video surveillance datasets where we outperform state-of-the-art appearance-based trackers. We also introduce a new challenging dataset with complex object appearance changes.Comment: Under review with the IEEE Transactions on Circuits and Systems for Video Technolog

LOW ALTITUDE AIRSHIPS FOR SEAMLESS MOBILE COMMUNICATION IN AIR TRAVEL

The Aviation Administration policy prohibits the use of mobile phones in Aircraft during transition for the reason it may harm their communication system due to Electromagnetic interference. In case the user wants to access cellular network at higher altitudes, base station access is a problem. Large number of channels are allocated to a single user moving at high speed by various Base Stations in the vicinity to service the request requiring more resources. Low Altitude Platforms (LAPs) are provided in the form of Base stations in the Airships with antennas projected upwards which has direct link with the Ground Station. LAPs using LongEndurance Multi-Intelligence Vehicle (LEMVs) equipped with an engine for mobility and stable positioning against rough winds are utilized. This paper proposes a system that allows the passengers to use their mobiles in Aircraft using LAPs as an intermediate system between Aircraft and Ground station. As the Aircraft is dynamic, it has to change its link frequently with the Airships, MANETs using AODV protocol is established in the prototype using NS2 to provide the service and the results are encouraging

Anti-chaperone [eszett]A3/A1102-117 peptide interacting sites in human aB-crystallin

Purpose: Our previous work identified 23 low molecular weight (<3.5 kDa) crystallin peptides in the urea-soluble fractions of normal young, normal aged, and aged cataract human lenses. We found that one of these crystallin fragments, [beta]A3/ A1102-117 peptide (SDAYHIERLMSFRPIC), that are present in aged and cataract lens, increased the scattering of light by [beta]- and [gamma]-crystallins and alcohol dehydrogenase (ADH) and also reduced the chaperone-like activity of [alpha][beta]-crystallin. The present study was performed to identify the interacting sites of the [beta]A3/A1102-117 peptide in [alpha]B-crystallin. Methods: [beta]A3/A1102-117 peptide was first derivatized with sulfo-succinimidyl-2-[6-(biotinamido)-2-{pazidobenzamido}- hexanoamido] ethyl-1-3 dithio propionate (sulfo-SBED), a photoactivable, heterotrifunctional biotincontaining cross-linker. The biotin-derivatized peptide was then incubated with [alpha]B-crystallin at 37 [degrees]C for 2 h to allow complex formation followed by photolysis to facilitate the transfer of the biotin label from the peptide to [alpha]B-crystallin. Label transfer was confirmed by western blot, and the labeled [alpha]B-crystallin was digested with trypsin. Tryptic peptides from [alpha]B-crystallin carrying the biotin label were purified by avidin affinity chromatography, and [beta]A3/A1102-117 peptide interacting sites in [alpha]B-crystallin were identified by matrix-assisted laser desorption ionization-time-of-flight mass spectrometry (MALDI-TOF MS) and nanospray quadrupole time-of-flight mass spectrometry (QqTOF MS/MS). Results: We found that the [beta]A3/A1102-117 peptide interacted with [alpha]B-crystallin regions 70LEKDR74, 83HFSPEELKVK92, 91VKVLGDVIEVHGK103, 93VLGDVIEVHGKHEER107, and 121KYR123, which are part of the [alpha]-crystallin domain, and were previously shown to be part of the functional chaperone site in [alpha]B-crystallin. The [beta]A3/A1102-117 peptide also interacted with regions at the COOH-terminal extension of [alpha]B-crystallin, 150KQVSGPER157, 164EEKPAVTAAPK174, and 164EEKPAVTAAPKK175. When two of the hydrophobic residues of [beta]A3/A1102-117 peptide were replaced with hydrophilic residues, the resulting substituted peptide, SDADHGERLMSFRPIC, did not show the anti-chaperone property. Conclusions: This study confirmed the interactions between a low molecular weight peptide derived from [beta]A3/A1- crystallin found in aged and cataract lenses and [alpha]B-crystallin. The binding of [beta]A3/A1102-117 peptide to the chaperone site and the COOH-terminal extension of [alpha]B-crystallin may explain its anti-chaperone property

Synthesis of zinc oxide nanoparticles using plant leaf extract against urinary tract infection pathogen

In modern science, Nanotechnology is an ablaze field for the researchers. Zinc oxide nanoparticles (ZnO NPs) are known to be one of the most multifunctional inorganic nanoparticles with its application in treatment of urinary tract infection. Nanoparticles were synthesized using Passiflora caerulea fresh leaf extract and were characterized by UV-visible spectroscopy (UV-vis), X-ray diffractometer (XRD), Fourier transform infrared spectroscopy (FT-IR), Scanning electron microscopy (SEM), Energy dispersive analysis of x-ray (EDAX), Atomic force microscopy (AFM). Therefore, the study reveals an efficient, eco-friendly and simple method for the green synthesis of multifunctional ZnO NPs using P. caerulea. Urinary tract infection causing microbes were isolated from the disease affected patient urine sample. The synthesized nanoparticles have been tested against the pathogenic culture showed a very good zone of inhibition compared with plant extract. It indicates the biomedical capability of ZnO NPs

Significance of interactions of low molecular weight crystallin fragments in lens aging and cataract formation

Analysis of aged and cataract lenses shows the presence of increased amounts of crystallin fragments in the high molecular weight aggregates of water-soluble and water-insoluble fractions. However, the significance of accumulation and interaction of low molecular weight crystallin fragments in aging and cataract development is not clearly understood. In this study, 23 low molecular mass (<3.5-kDa) peptides in the urea-soluble fractions of young, aged, and aged cataract human lenses were identified by mass spectroscopy. Two peptides, B-(1-18) (MDIAIHHPWIRRPFFPFH) and A3/A1-(59-74)(SD(N)AYHIERLMSFRPIC), present in aged and cataract lens but not young lens, and a third peptide, S-(167-178) (SPAVQSFRRIVE) present in all three lens groups were synthesized to study the effects of interaction of these peptides with intact -, -, and -crystallins and alcohol dehydrogenase, a protein used in aggregation studies. Interaction of B-(1-18) and A3/A1-(59-74) peptides increased the scattering of light by - and -crystallin and alcohol dehydrogenase. The ability of -crystallin subunits to function as molecular chaperones was significantly reduced by interaction with B-(1-18) and A3/A1-(59-74) peptides, whereas S peptide had no effect on chaperone-like activity of -crystallin. The A3/A1-(59-74 peptide caused a 5.64-fold increase in B-crystallin oligomeric mass and partial precipitation. Replacing hydrophobic residues in B-(1-18) and A3/A1-(59-74) peptides abolished their ability to induce crystallin aggregation and light scattering. Our study suggests that interaction of crystallin-derived peptides with intact crystallins could be a key event in age-related protein aggregation in lens and cataractogenesis

Habitual Booking System for LPG with Leakage and Fire Sensing Sanctuary

The design of a wireless LPG leakage monitoring system is proposed for home safety. The aim of this paper is to monitor for LPG leakage to avoid fire accidents providing house safety feature where security has been an important issue and alerts the consumer about the leak by SMS and as an emergency measure the system will turn off the power supply, while activating the alarm. In this paper we proposed the additional advantage of the system is that it continuously monitors the level of the LPG present in the cylinder using load sensor and if the gas level reaches below the threshold limit of gas around 2kg so that the user can replace the old cylinder with new in time and automatically books the cylinder using a GSM module. The device ensures safety and prevents suffocation and explosion due to gas leakage. We have also included DC battery in the system to operate even when the power goes off due to the power cut

Impact of hybrid work on sense of belonging and resilience among software professionals

The emergence of hybrid work models after the COVID-19 pandemic has changed the way of operations among software teams, reducing face-to-face interactions and challenging traditional workplace dynamics. In such settings, it is important to understand the experiences of the team members, especially the emotional and social factors influencing the employee welfare and team dynamics. This study examines the impact of hybrid work on the sense of belonging and resilience among software professionals. A qualitative approach was adopted, using semi-structured interviews with 10 participants from five multinational IT companies. Thematic analysis was conducted using both inductive and deductive coding, guided by Self-Determination Theory with the concepts of autonomy, relatedness, and competence. Findings reveal that physical presence alone does not guarantee belonging. Instead, the quality of interpersonal interactions, emotional connection, and inclusive practices, such as regular check-ins, camera-on meetings, and proactive leadership, play a critical role. Employees who felt supported and connected demonstrated stronger resilience, while those lacking engagement or informal interaction showed signs of isolation and reduced motivation. The study recommends promoting a camera-on culture during virtual meetings to enhance connection and reduce distractions. Meeting facilitators should actively engage remote participants through questions and prompts. Additionally, team-level informal activities, such as virtual fun hours, are encouraged to strengthen belonging among the team members working in hybrid settings

Clustering of Bootstrap for Web Service Discovery

Web services are accessed using URLs in a distributed environment. WS WSDL document URLs are manually tabulated and clustered which increases the cost and timing for the developer. This paper introduces a new Clustering of URLs (CU) framework for clustering of bootstrap for web service discovery and clustering them in various domains using transfer, filter, spell check and domain set methods. These methods set them under the specific domain or general category. The CU framework is implemented with a sample URLs. The result shows the efficiency of the clustering of WSDL URLs

Methodology for Integrating Computational Tree Logic Model Checking in Unified Modelling Language Artefacts A Case Study of an Embedded Controller

A unified modelling language (UML) based formal verification methodology that can be easily integrated into an embedded system software development life cycle is suggested. The approach augments UML diagrams with formal models through an interfacing domain and adds semantics to these diagrams. The suggested methodology; commences from functional specification and use case modelling, selects the most critical behaviour where formal verification can add value to the development cycle, analyses the selected behaviour using UML state transition diagram, derives a state chart matrix from the same, and a high level language software translates the state chart matrix to a labelled transition system. Safety properties are derived from system specifications and are expressed as computation tree logic (CTL) formulae. CTL model-checking algorithm from the literature is used for model- checking. The applicability of the suggested approach is established using a safety critical embedded controller used for deployment and recovery of sensor structures from an airborne platform