Papers by suvarna potdukhe
International Journal of Innovative Research in Science, Engineering and Technology, Jun 29, 2016
The task of hand gesture recognition is highly challenging due to complex background (i.e. distur... more The task of hand gesture recognition is highly challenging due to complex background (i.e. disturbance), presence of non-gesture hand motions, and various illumination environments. The proposed techniques begin by detecting the hand, tracking the hands movements and analysing the variations in the hand locations (i.e. Motion detection), and finally recognizing the appropriate gesture. Since the introduction of new gesture recognition technologies, interactive hand-gesture devices (such as smart televisions and displays) have been rapidly emerging.
International Journal on Recent and Innovation Trends in Computing and Communication
Quantum cryptography has emerged as a promising paradigm for secure communication, leveraging the... more Quantum cryptography has emerged as a promising paradigm for secure communication, leveraging the fundamental principles of quantum mechanics to guarantee information confidentiality and integrity. In recent years, the field of quantum cryptography has witnessed remarkable advancements, and the integration of machine learning techniques has further accelerated its progress. This research paper presents a comprehensive review of the latest developments in quantum cryptography, with a specific focus on the utilization of machine learning algorithms to enhance its capabilities. The paper begins by providing an overview of the principles underlying quantum cryptography, such as quantum key distribution (QKD) and quantum secure direct communication (QSDC). Subsequently, it highlights the limitations of traditional quantum cryptographic schemes and introduces how machine learning approaches address these challenges, leading to improved performance and security. To illustrate the synergy b...
Cloud storage is a type of service in which data is placed, maintained and backed up at remote si... more Cloud storage is a type of service in which data is placed, maintained and backed up at remote site. Cloud Storage provides various features like usability, accessibility, disaster recovery and saving of cost. In cloud storage multiple users and devices are present that result in cloud network manager can not give guarantee for optimal status of each storage node. Also some files are re-uploaded into server that decreases the bandwidth and increases the server workload. So, to remove the redundant or duplicate copies De-Duplication technique is used in cloud storage. To optimize the transmission node performance the Index Name Server (INS) architecture is used. Beside from this file compression, chunk matching, real time feedback control and load balancing techniques are also discussed. Using these techniques the cloud storage performance increases also the storage workload is reduced.
Now a days Twitter has provided a way to collect and understand user’s opinions about many privat... more Now a days Twitter has provided a way to collect and understand user’s opinions about many private or public organizations. All these organizations are reported for the sake to create and monitor the targeted Twitter streams to understand user’s views about the organization. Usually a user-defined selection criteria is used to filter and construct the Targeted Twitter stream. There must be an application to detect early crisis and response with such target stream, that require a require a good Named Entity Recognition (NER) system for Twitter, which is able to automatically discover emerging named entities that is potentially linked to the crisis. However, many applications suffer severely from short nature of tweets and noise. We present a framework called HybridSeg, which easily extracts and well preserves the linguistic meaning or context information by first splitting the tweets into meaningful segments. The optimal segmentation of a tweet is found after the sum of stickiness sc...
International Journal of Innovative Research in Science, Engineering and Technology, 2016
The task of hand gesture recognition is highly challenging due to complex background (i.e. distur... more The task of hand gesture recognition is highly challenging due to complex background (i.e. disturbance), presence of non-gesture hand motions, and various illumination environments. The proposed techniques begin by detecting the hand, tracking the hands movements and analysing the variations in the hand locations (i.e. Motion detection), and finally recognizing the appropriate gesture. Since the introduction of new gesture recognition technologies, interactive hand-gesture devices (such as smart televisions and displays) have been rapidly emerging.
International Journal for Research in Applied Science and Engineering Technology, 2019
Human face recognition plays an important role in many user authentication applications in the mo... more Human face recognition plays an important role in many user authentication applications in the modern world. Face detection and emotion selection is the one of the current topic in the security field which provides solution to various challenges. A variety of face detection methods have been proposed in recent years and they can be mainly classified into two categories: holistic feature detection and local feature detection respectively. Facial expression not only exposes the sensation or passion of any person but can also be used to judge his/her mental views and psychosomatic aspects.
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Papers by suvarna potdukhe