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Mrs. SAMREEN FIZA |Digital Image Processing | Best Researcher Award

Mrs at Presidency University, Bangalore, India

Samreen Fiza is an Assistant Professor at Presidency University, Bangalore, with 9 years of experience in electronics and communication. She is pursuing a Ph.D. in Image Fusion using Computer Vision and Machine Learning at Presidency University. Samreen holds an M.Tech in Digital Communication and Networking from Dayananda Sagar College of Engineering, where she was a silver medalist. She has received multiple awards, including the Teaching Excellence Award and Best Paper Awards. Her research interests include digital image processing and machine learning. She has published extensively, with numerous papers, book chapters, and patents to her credit.

Profile

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🎯 Objective

To find a challenging environment that promotes continuous learning and research, offers exposure to new ideas, and fosters both personal and professional growth.

🎓 Educational Details

Ph.D.: Pursuing from Presidency University, Bangalore (January 2021–Present) Specialization: Image Fusion using Computer Vision and Machine Learning Status: Course work completed; 1 Indian Patent published; 1 SCI Q1 article in Multimedia Tools and Applications.. M.Tech.: Digital Communication and Networking (2012-2014) Institution: Dayananda Sagar College of Engineering, Bangalore University: Visvesvaraya Technological University, Belgaum Distinction: First Class with Distinction (82.29%).. B.Tech.: Electronics and Communication Engineering (2008-2012) Institution: H.K.B.K. College of Engineering, Bangalore University: Visvesvaraya Technological University, Belgaum Distinction: First Class with Distinction. PUC: (2006-2008) Institution: St. Anne’s P.U. College, Bangalore Percentage: 81.33%.. S.S.L.C: (2006) Institution: St. Mary’s Girls High School, Bangalore Percentage: 82.24%.

💼 Experience

Assistant Professor, Department of E.C.E, School of Engineering, Presidency University, Bangalore (July 2018–Present).. Assistant Professor, Department of E.C.E, H.K.B.K. College of Engineering, Bangalore (March 2015–May 2018).

🏆 Awards and Achievements

University 3rd Rank Holder (Silver Medalist), VTU Belgaum (2014).. “Excellent Performer 2013-2014” by Indian Space Research Organization Satellite Center (ISAC) during M.Tech project internship.. “Teaching Excellence Award” for outstanding contribution in education (2020-2021), Rotary Club of Bangalore Oasis.. Best Project Award for “Smart Waste Segregation” at Project EXPO 2023. Best Paper Award for “Plant Disease Classification using DL Techniques for Smart Agriculture” at ICRISST-2024. Best Paper Award for “Fluorescein Angiography Retinal Image Registration using Coherent Pixel Correspondence” at ICATAS-2023. Patents Published: 6. +International Journals: 14 published papers. National and International Conferences: 19 and 14 papers presented respectively. Book Chapters Published: 14. Ranked 519 in PGCET 2012-13 examination. Highest Marks in M.Tech throughout Karnataka, felicitated by Dayananda Sagar College of Engineering. 4th Rank in District Level, 2nd International Level Science Talent Search Exam (2007).

🔍 Areas of Interest

  • Digital Image and Video Processing
  • Machine Learning
Publication:📝

2023

  1. Improved Chimp Optimization Algorithm (ICOA) Feature Selection and Deep Neural Network Framework for Internet of Things (IoT) Based Android Malware Detection
    • Authors: S Fiza, ATAK Kumar, VS Devi, CN Kumar, A Kubra
    • Journal: Measurement: Sensors
    • Volume: 28
    • Article: 100785
    • Citations: 12

2021

  1. Deep Learning Algorithms Based Skin Disease Detection and Classification
    • Authors: A Kubra, S Tatekalva, AK Kumar, GT Vasu, S Fiza
    • Journal: Journal of Cardiovascular Disease Research
    • Volume: 12
    • Issue: 7
    • Pages: 2472-2482
    • Citations: 3*

2020

  1. Home Automation Using IoT
    • Authors: GT Vasu, S Fiza, A Kubra, AK Kumar
    • Citations: 2*

2019

  1. Toll-Gate Payment Automation with RFID and SMS Alerts
    • Authors: GTV Samreen Fiza, Afreen Kubra, Ata. Kishore Kumar
    • Journal: Journal of Critical Reviews
    • Volume: 6
    • Issue: 6
    • Pages: 2856-2860
    • Citations: 2*
  2. Bundle Protocol Implementation for Satellite Applications
    • Authors: S Fiza, A Kubra, AK Kumar, G Tirumala
    • Journal: Journal of Critical Reviews
    • Volume: 6
    • Issue: 6
    • Pages: 2850-2855
    • Citations: 2

2018

  1. Deep Learning Model Based Object Detection and Image Classification
    • Authors: AKK G. Tirumala Vasu, Samreen Fiza, Sandhya Tatekalva
    • Journal: Solid State Technology
    • Volume: 61
    • Issue: 3
    • Pages: 15-25
    • Citations: 3
  2. Pneumonia Detection Using Deep Learning Model
    • Authors: S Tatekalva, K Kumar, GT Vasu, S Fiza
    • Journal: Solid State Technology
    • Volume: 61
    • Issue: 4
    • Pages: 184-191
    • Citations: 2

2024

  1. Multi-Focus Image Fusion Using Edge Discriminative Diffusion Filter for Satellite Images
    • Authors: S Fiza, S Safinaz
    • Journal: Multimedia Tools and Applications
    • Pages: 1-20
    • Citations: 1

2022

  1. Machine Learning Algorithms Based Subclinical Keratoconus Detection
    • Authors: KS Samreen Fiza, G. Tirumala Vasu, Afreen Kubra, Ata. Kishore Kumar
    • Journal: NeuroQuantology
    • Volume: 20
    • Issue: 20
    • Pages: 1825-1837
    • Citations: 1
  2. Deep Learning Model Based Early Plant Disease Detection
    • Authors: KS G. Tirumala Vasu, Samreen Fiza, Afreen Kubra, Ata. Kishore Kumar
    • Journal: NeuroQuantology
    • Volume: 20
    • Issue: 20
    • Pages: 1818-1824
    • Citations: 1
SAMREEN FIZA |Digital Image Processing | Best Researcher Award

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