Browsing ICITR - 2022 by Title

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  • Analysis and prediction of severity of united states countrywide car accidents based on machine learning techniques 
    Boyagoda, LS; Nawarathna, LS [Conference-Abstract]
    The number of vehicles and road transportation increases rapidly daily. Hence the frequency of road accidents and crashes also gradually increase with it. Analyzing traffic accidents is one of the essential concerns in ...
  • Automated commentary generation based on fps gameplay analysis 
    Mamoru, DLS; Panditha, AD; Perera, ASSJ; Ganegoda, GU [Conference-Abstract]
    Video games evolved into competitive sports within a short span of time. Commentary plays a key role in any sport. Commentary is useful to understand the game as well as to capture key moments of the game. The balance ...
  • Automating the initial configuration of sdn switches in a hybrid-sdn environment 
    Bolonghe, WKN; Rupasinghe, PM; Umayanga, KSB; Weerasiri, KLHI; De Silva, D; Wijesiri, P [Conference-Abstract]
    At present for SDN environments, there are many proposed mechanisms to improve its reliability, and performance. The challenges faced by SDN networks are mainly related to Scalability, Reliability and Performance. As an ...
  • Automobile product ranking based on the singlish comments in social media platforms 
    Warnakulasooriya, A; Sandanayake, TC; Wickramasinghe, GAMPS; Ranasinghe, RADW; Sumathipala, KASN [Conference-Abstract]
    In today's world, many customers buy or choose products based on online reviews. The internet contains a vast collection of natural language. People share their subjective thoughts and experiences with one another in ...
  • Closed-loop dc motor embedded control platform based on arm® for distance learning experiments 
    Ganganath, R; Ranganath, C; Jayasekara, DC [Conference-Abstract]
    DC motor controlling is known to be one of the most crucial application in the Engineering world, where precise motion control is commonly found in industrial and commercial applications. Hence, learning the fundamentals ...
  • Computer vision based navigation robot 
    Haputhanthri, M; Himasha, C; Balasooriya, H; Herath, M; Rajapaksha, S; Harshanath, SMB [Conference-Abstract]
    The majority of industrial environments and homewares need help when exploring unknown locations owing to a lack of understanding about the building structure and the various impediments that may be faced while transporting ...
  • Covid-19 infection risk assessment for shoppers in retail stores 
    Rathnayake, BRMSRB; Senadheera, RIA; Ranasinghe, RAKH; Sameer, UM; Wickramarathne, J [Conference-Abstract]
    Over the last few years, a large number of smartphone apps have been developed to "flatten the curve" of the rising number of COVID-19 infections. Knowledge of potential symptoms and their distribution enables the early ...
  • Design and testing of an arduino-based network jammer device 
    Najath, MNM; Herath, HMDS; Rajapakse, A [Conference-Abstract]
    A computer network is described as two or more devices connecting and communicating, each known as a computer network. These types of networks work on wired and wireless mediums. A sort of transmission medium is wired ...
  • Development of nonlinear dynamics simulator for 2-dof ball balancing platform to assist distance learning of control systems 
    Ranganath, C; Annasiwaththa, B [Conference-Abstract]
    In a wide range of control applications, balance control systems are known to be one of the most crucial and challenging applications. 2-DOF ball balancing platform is an experimental platform which can perform various ...
  • A dual cnn architecture for single image raindrop and rain streak removal 
    Sivaanpu, A; Thanikasalam, K [Conference-Abstract]
    Visual quality of rainy images are considerably poor due to the raindrops in camera lens and the rain streaks in the background scenes. Although the raindrops and rain streaks are appeared together in real-world rainy ...
  • Eduzone – a educational video summarizer and digital human assistant for effective learning 
    Wangchen, T; Tharindi, PN; Chaveena De Silva, KCC; Sandeepa, WD; Kodagoda, N; Suriyawansa, K [Conference-Abstract]
    The availability of technology and the expansive nature of the internet have created a surge in the demand for online learning. Despite so many advantages, there are some existing drawbacks related to online learning. ...
  • Elderly care home robot using emotion recognition, voice recognition and medicine scheduling 
    Kularatne, BMUS; Basnayake, BMJN; Sathmini, PDLAM; Sewwandi, GVU; Rajapaksha, S; De Silva, D [Conference-Abstract]
    The robotic concept is used for several tasks to easier human day-to-day tasks. There are various recreational studies have been done on the elderly people’s care system. In this study, the system can identify the elderly ...
  • Elderly care home robot using emotion recognition, voice recognition and medicine scheduling 
    Kularatne, BMUS; Basnayake, BMJN; Sathmini, PDLAM; Sewwandi, GVU; Rajapaksha, S; De Silva, D [Conference-Abstract]
    The robotic concept is used for several tasks to easier human day-to-day tasks. There are various recreational studies have been done on the elderly people’s care system. In this study, the system can identify the elderly ...
  • Escort - natural language processing based university students guidance system 
    Srinivasan, D; Uthayakumar, A; Thiyagalingam, P; Ravindran, S; De Silva, H; Kasthururarthna, D [Conference-Abstract]
    Universities play a significant role in students’ lives and aim to provide the best education, knowledge, and experience. However, university students face many difficulties during their university life including language, ...
  • Evaluating the inter-service communication on microservice architecture 
    Weerasinghe, LDSB; Perera, I [Conference-Abstract]
    Distributed computing concepts have proliferated with cloud computing concepts in the past decade. With the evolution in cloud computing, Microservice architecture has significantly become popular as a new architectural ...
  • Event driven share price forecasting based on change based impact analysis 
    Bombuwala, C; Kahatapitiya, K; Kumaranayaka, R; Weerasinghe, S; Ganegoda, U; Manawadu, I [Conference-Abstract]
    Investing in stocks is considered one of the riskiest options to invest due to regular unpredictable market fluctuations. It is difficult to forecast stock price variations due to this reason which makes investment or ...
  • Gender and age estimation from facial images using deep learning 
    Thaneeshan, R; Thanikasalam, K; Pinidiyaarachchi, A [Conference-Abstract]
    Automated gender and age estimation from facial images are important for many realworld applications. Although, several studies have been proposed in the past, most of them are proposed as individual models and a ...
  • IHI :– a mobile application for adhd analysis and detection 
    Chandrasena, AS; Weerasinghe, GGDD; Dilshan, KGT; Sadun, GWP; Samarakoon, U; Ratnayake, P [Conference-Abstract]
    Attention Deficit Hyperactivity Disorder (ADHD) is a common disorder, which can be identified mostly among children which often lasts till their adulthood. A person with ADHD would not be able to pay attention, would not ...
  • Impact of innovation and r & d on financial performance of telecommunication sector in Sri Lanka 
    Prabath, JA; Sandanayake, TC [Conference-Abstract]
    The intention of this research is to investigate and analyze how innovation affects organizational performance in the Sri Lankan telecommunication sector. Three variables were used to measure the innovation construct: ...
  • Intelligent wheelchair with emotion analysis and voice recognition 
    Perera, S; Gamage, S; Weerasinghe, C; Jayawardena, C; Pathinayake, K; Rajapaksha, S [Conference-Abstract]
    Intelligent wheelchairs are becoming more and more prevalent in contemporary life, and the peaceful interaction of humans with wheelchairs is one of the most popular research topics. The development of a voice recognition ...