Computer Vision and Image Processing

1. Front Matter

   Pages i-xxii

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2. An Approach for Fraction of Vegetation Cover Estimation in Forest Above-Ground Biomass Assessment Using Sentinel-2 Images

   • Praveen Kumar, Akhouri P. Krishna, Thorkild M. Rasmussen, Mahendra K. Pal

   Pages 1-11

3. Dynamic Multimodal Biometric System

   • Prateek Patil, Suneeta Agarwal

   Pages 12-19

4. Copy-Move Image Forgery Detection Using Spatio-Structured SIFT Algorithm

   • Raimoni Hansda, Rajashree Nayak, Bunil Ku. Balabantaray

   Pages 20-31

5. F-UNet: A Modified U-Net Architecture for Segmentation of Stroke Lesion

   • Hritam Basak, Ajay Rana

   Pages 32-43

6. Radial Cumulative Frequency Distribution: A New Imaging Signature to Detect Chromosomal Arms 1p/19q Co-deletion Status in Glioma

   • Debanjali Bhattacharya, Neelam Sinha, Jitender Saini

   Pages 44-55

7. CT Scan Transformation from a Sharp to a Soft Reconstruction Kernel Using Filtering Techniques

   • Julia Lasek, Adam Piórkowski

   Pages 56-65

8. Development of an Automated Monitoring and Warning System for Landslide Prone Sites

   • Ankita Saldhi, Subrat Kar

   Pages 66-77

9. Deep Neural Network for Pneumonia Detection Using Chest X-Rays

   • Himadri Mukherjee, Bubai Das, Sahana Das, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh et al.

   Pages 78-87

10. Handwriting Recognition on Filled-in Forms Using CNN

    • Akshada Shinde, Adwait Bhave, Y. V. Haribhakta

    Pages 88-98

11. A Two Side Histogram Shifting Based Reversible Data Hiding Technique in Encrypted Images

    • Ruchi Agarwal, Manoj Kumar

    Pages 99-112

12. Security of Digital Images Based on Stream Cipher and MDS Matrix

    • Abdul Gaffar, Anand B. Joshi, Dhanesh Kumar

    Pages 113-125

13. Retinal Vessel Segmentation Using Joint Relative Entropy Thresholding on Bowler Hat Transform

    • Iman Junaid, U. R. Jena, Pranaba K. Mishro

    Pages 126-136

14. Semantic Segmentation of Nuclei from Breast Histopathological Images by Incorporating Attention in U-Net

    • R. Rashmi, Keerthana Prasad, Chethana Babu K. Udupa

    Pages 137-148

15. Automated Diagnosis of COVID-19 from CT Scans Based on Concatenation of Mobilenetv2 and ResNet50 Features

    • Taranjit Kaur, Tapan Kumar Gandhi

    Pages 149-160

16. An Ensemble Method for Efficient Classification of Skin Lesion from Dermoscopy Image

    • B. H. Shekar, Habtu Hailu

    Pages 161-178

17. A Two-Phase Splitting Approach for the Removal of Gaussian-Impulse Noise from Hyperspectral Images

    • Hazique Aetesam, Suman Kumar Maji, Jérôme Boulanger

    Pages 179-190

18. Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection

    • Debendra Muduli, Ratnakar Dash, Banshidhar Majhi

    Pages 191-199

19. Multi-stream CNN for Face Anti-spoofing Using Color Space Analysis

    • Purva Mhasakar, Srimanta Mandal, Suman K. Mitra

    Pages 200-211

20. Multi-focus Fusion Using Image Matting and Geometric Mean of DCT-Variance

    • Manali Roy, Susanta Mukhopadhyay

    Pages 212-223

This three-volume set (CCIS 1376-1378) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. 
The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.

• artificial intelligence
• computer security
• computer vision
• data security
• image analysis
• image matching
• image processing
• image quality
• image reconstruction
• image segmentation
• machine learning
• neural networks
• pattern recognition
• signal processing

• Indian Institute of Information Technology Allahabad, Prayagraj, India

  Satish Kumar Singh, P. Nagabhushan

• Indian Institute of Technology Roorkee, Roorkee, India

  Partha Roy, Balasubramanian Raman

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