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  • © 2021

Computer Vision and Image Processing

5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part III

Conference proceedings info: CVIP 2020.

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Table of contents (44 papers)

  1. A Lightweight Multi-label Image Classification Model Based on Inception Module

    • Shreya Jain, Poornima S. Thakur, Kusum Bharti, Pritee Khanna, Aparajita Ojha
    Pages 225-236
  2. Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles

    • Savyasachi Gupta, Dhananjai Chand, Ilaiah Kavati
    Pages 237-248
  3. L2PF - Learning to Prune Faster

    • Manoj-Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Mhd Ali Moraly, Aquib Jamal, Lukas Frickenstein et al.
    Pages 249-261
  4. Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size

    • Shen Zheng, Liwei Wang, Gaurav Gupta
    Pages 262-277
  5. Inferring Semantic Object Affordances from Videos

    • Rupam Bhattacharyya, Zubin Bhuyan, Shyamanta M. Hazarika
    Pages 278-290
  6. An Unsupervised Approach for Estimating Depth of Outdoor Scenes from Monocular Image

    • Shankhanil Mitra, H. Pallab Jyoti Dutta, M. K. Bhuyan
    Pages 291-304
  7. One Shot Learning Based Human Tracking in Multiple Surveillance Cameras

    • A. Arulprakash, Md. Meraz, Mohd. Javed
    Pages 305-317
  8. Fast Road Sign Detection and Recognition Using Colour-Based Thresholding

    • Farah Jamal Ansari, Sumeet Agarwal
    Pages 318-331
  9. Deep Learning and Density Based Clustering Methods for Road Traffic Prediction

    • D. N. Jagadish, Lakshman Mahto, Arun Chauhan
    Pages 344-355
  10. An Algorithm for Semantic Vectorization of Video Scenes - Applications to Retrieval and Anomaly Detection

    • Komuravelli Prashanth, Yeturu Kalidas, Jay Rathod Bharat Kumar, Sai Prem Kumar Ayyagari, Aakash Deep
    Pages 369-381
  11. Meta-tracking and Dominant Motion Patterns at the Macroscopic Crowd Level

    • Franjo Matkovic, Slobodan Ribaric
    Pages 382-393
  12. Digital Video Encryption by Quasigroup on System on Chip (SoC)

    • Deepthi Haridas, D. Sree Kiran, Shivi Patel, K. Raghavendre, Sarma Venkatraman, Raghu Venkatraman
    Pages 394-405
  13. Detection Based Multipath Correlation Filter for Visual Object Tracking

    • Himadri Sekhar Bhunia, Alok Kanti Deb, Jayanta Mukhopadhyay
    Pages 406-418
  14. Graph-Based Depth Estimation in a Monocular Image Using Constrained 3D Wireframe Models

    • Bishshoy Das, H. Pallab Jyoti Dutta, M. K. Bhuyan
    Pages 419-433
  15. AE-CNN Based Supervised Image Classification

    • Ganduri Chandra, Muralidhar Reddy Challa
    Pages 434-442
  16. Ensemble Based Graph Convolutional Network for Semi Supervised Learning

    • Rakesh Kumar Yadav, Manikanta Moghili, Abhishek, Prashant Shukla, Shekhar Verma
    Pages 443-451
  17. Regularized Deep Convolutional Generative Adversarial Network

    • Adarsh Prasad Behera, Sayli Godage, Shekhar Verma, Manish Kumar
    Pages 452-464
  18. A Novel Approach for Video Captioning Based on Semantic Cross Embedding and Skip-Connection

    • Rakesh Radarapu, Nishanth Bandari, Satwik Muthyam, Dinesh Naik
    Pages 465-477

About this book

This three-volume set (CCIS 1367-1368) 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.

Editors and Affiliations

  • Indian Institute of Information Technology Allahabad, Prayagraj, India

    Satish Kumar Singh, P. Nagabhushan

  • Indian Institute of Technology Roorkee, Roorkee, India

    Partha Roy, Balasubramanian Raman

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access