student Profile - Neha Gour

About Me

  • I like reading books and writing poems. I love spending time in nature watching birds, flowers, and rain. I believe in life as budda said, "There is no path to happiness, Happiness is the path".

Interest Area

  • Image Processing; Computer Vision; Machine Learning


  • 10th Std from Kendriya Vidhyalaya, VF, Jabalpur in year 2007
  • 12th Std from Kendriya Vidhyalaya, VF, Jabalpur in year 2009
  • Graduation from Jabalpur Engineering College, Jabalpur in year 2013
  • Masters from IIITDM, Jabalpur in year 2016

Curricular Activity

Year/Sem Course Name Course Code Credit

Title: Retinal Image Analysis for Screening of Ophthalmological Diseases

Start Date: 2014-08-01
Status: Under Progress
Supervisor: Dr. Pritee Khanna

Descriptiion: The research problem deals with analysis of fundus and OCT images for the detection of various ophthalmological diseases. The major challenges includes developing techniques for segmentation of important parts of retinal images, Image enhancement of fundus and OCT images, relevant feature extraction and disease class ification.

Project Id: 101

Title: OCT Disease Classification using Deep Convolutional Neural Networks

Start Date: 2018-12-01 End Date: Status: Ongoing
Supervisor: Pritee Khanna


Project Id: 96

Title: Image Denoising Techniques for Noise Reduction in Optical Coherence Tomography Images

Start Date: 2017-10-01 End Date: Status: Ongoing
Supervisor: Pritee Khanna


In OCT images speckle noise is present. Denoising these images is the first step towards detection of diseases like diabetic macular edema and dry age-related macular degeneration.

1. Neha Gour, Pritee Khanna, Automated Glaucoma Detection using GIST and Pyramid Histogram of Oriented Gradients (PHOG) descriptors in Pattern Recognition Letters 2019 vol: Num: page:1-12 at: Publisher:-, DOI=

1. Neha Gour, Pritee Khanna, Blood Vessel Segmentation using Hybrid Median Filtering and Morphological Transformation in The 13th International Conference on Signal Image Technology & Internet based Systems(SITIS-2017), 2017, pp -, Jaipur, India, December 04,2017-December 07,2017, IEEE

2. Neha Gour, Pritee Khanna, Optic Disc Segmentation using Vessel In-painting and Random Walk Algorithm in 2018 Conference on Information and Communication Technology (CICT 2018), 2018, pp 1-12, PDPM Indian Institute of Information Technology, Design and Manufacturing Jabalpur, October 26, 2018-October 28, 2018, IEEE Xplore, DOI=

1. On 2016-10-01, Attended Global Initiative Academic Network (GIAN) Course on Probabilistic Models and Belief Propagation held at IIT Indore, India

1. On 2017-09-26, Participated in rally for "Female Foeticide Awareness Program" organized from Jabalpur Academia Initiative(JAI)

2. On 2016-12-02, Student Volunteer for Jabalpur Academia Initiative(JAI)

Computer Science department IIITDM Jabalpur
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