RESEARCH CENTER

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RESEARCH CENTER

  • The Department of CSE(Artificial Intelligence & Machine Learning) has been approved as Research Center by Anna University, Chennai from july, 2024. Our department offers technologies to tackle real-world problems across diverse industries qualitative training and scope for more research.
  • Our department has Research lab Centre for Research in NEXGEN laboratory to promote research and development activities among Faculty, Research Scholars and Students with higher end machines and latest software. Dr.B.Guruprakash of AI & ML dept are recognized supervisor by Anna University.
  • Our mission is to push the boundaries of AI and ML by exploring new algorithms, enhancing computational efficiency, and ensuring ethical applications of intelligent systems. We are committed to creating transformative technologies that will shape the future of human-machine interaction, automation, and data-driven decision-making.
  • Faculty members, Research Scholars and students are utilizing these research laboratories for their research activities and project work. Faculty members have published quality publications in Scopus indexed and SCI Journals.

    • The Centre for Research in Networking

    The Centre for Research in Networking has been established to foster research activities across various areas of Networking, including Infrastructure & Wireless Networks, Network Security, Cloud Computing, and the Internet of Things (IoT). This laboratory is used by faculty members, research scholars, and undergraduate/postgraduate students for their research endeavors in the Networking field.

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    Areas of Research:

    • Networks
    • Network Security
    • Wireless Sensor Networks
    • Vehicular Adhoc Networks
    • Cloud Computing
    • IOT
    • Cognitive Radio Networks

    Faculty Expertise:

    • Dr.B.Guruprakash
    • Mrs.S.Dyana
    • Mrs. R.Rajashri
    • Mrs.S.Saranya
    • Mr.S. Gohul Seyam Raaj

    List of Research Work Ongoing at the Centre for Research in Networking

  • An Adaptive Neuro Fuzzy Framework for Detection and Measurement of Phishing Attacks.
  • Implementation of Environment Parameters Monitoring in a Manufacturing Industry Using IOT.
  • A Secure Gateway for Tracing Files in Cloud Environment.
  • Detection of Embezzlement of Real Currency Through Virtual Currency.
  • Cipher Mail Server for Intranet.
  • Recommendation Engine in Social Network Without Exposure Of Privacy.
  • Biometric Encryption in Cloud Computing.
  • An Effective Cluster Based Underwater Communication.
  • Semantic Clustering Based Deep Hyper graph Model For Online Review in Cypher- Physical- Social- Systems.
  • A Secure Hash Key Based Routing With PSO Efficient Data Aggregation in Wireless Sensor Networks.
  • Finger Vein Based Authentication Approach Using Structure Analysis.
  • Monitoring Indoor Air and Water Quality by Using IOT.
  • Sparse Based Attack Detection in Cognitive Network.
  • A Wireless Tracking System Using Location Prediction And Dynamic Thresholding.
  • Internet of Things Enabled Fire and Gas Detection System for Safety Environment.
  • IoT based health care systems.

    • The Centre for Research in Image Processing

    The Centre for Research in Image Processing is a research facility within the Department of Computer Science and Engineering, established with a focus on areas such as Image Processing, Medical Image Processing, Satellite Image Processing, Content-Based Image Retrieval, Pattern Recognition, Data Mining, Web Mining, Data Science and Analytics, Artificial Intelligence, and Machine Learning. This lab is dedicated to developing solutions for challenges in image processing applications by implementing suitable technologies like Data Mining, Machine Learning, and others. The following research activities have been conducted in this laboratory.

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    Areas of Research:

    • Content-based image retrieval
    • Facial Recognition
    • Image Restoration
    • Classification of Breast Cancer
    • Change Detection using Satellite Image Processing
    • Classification of Satellite Images
    • Analyzing Atherosclerosis Pathology in Fundal Images

    Faculty Expertise:

    • Dr. B. Guruprakash
    • Mrs. S. Gospeline Christiana
    • Ms. T. Anish Sulthana
    • Ms. S. Shivani
    • Mrs. R. Jasmine

    List of Research Work Ongoing at the Centre for Research in Image Processing

  • SVM Trained Fast Smoke Detection Method for UAV Images.
  • Image Enhancement in Microscopic Images for Early Detection of Skin Cancer.
  • Development and Analysis of Rainfall Prediction using Data Mining Techniques.
  • High Dimensional ICU Mortality Prediction using Big Data.
  • An Enhancing Image Steganography Model for Secure Covert Communication.
  • A Novel Image Encryption Algorithm using Chaotic Equation.
  • Watermarking in Color Images using Genetic Algorithm.
  • Automatic Face Naming by Affine Transformation with Two Dimensional Principal Component Analysis.
  • Brain Tumor Detection using a New Segmentation Technique of SVM.
  • Comparative Analysis of Local Binary Pattern Variants for the Retrieval of Texture and Color Images.
  • Text-Based Binary Image Stylization and Synthesis and Position Estimation of Text in Images.
  • Secure and Robust QR Decomposition Fragile Watermarking Scheme for Medical Images.
  • Thermal Imaging Based Evaluation of Seed.
  • An Efficient Approach for Facial Recognition based on AAM and CNN.
  • An Efficient Segmentation of Cervical Cells using RFC.
  • ELM Based Classification of Retinal Lesion Detection Using Dynamic Shape features Segmentation.