International Workshop on Computer Vision and Deep Learning
Scope
The field of computer vision has a very long history of research and recently with the emergence of deep learning and the success of its techniques, research has been boosted in the field of computer vision. The computer vision field focuses on the analysis of visual multimedia content, i.e., images and videos, to solve crucial problems in entertainment, security, healthcare, etc.
This workshop is a forum for individuals and organisations involved in machine vision, image processing, and pattern recognition to present and discuss deep learning techniques used in solving common computer vision problems such as image/video classification, image segmentation, object detection,
human activity recognition, pose estimation, etc.
Topics for the workshop include, but are not limited to:
- Biometric Analysis
- Human activity recognition
- Hand Gesture Recognition
- Visual Sentiment Analsysis
- Malicious Manipulations
- Adversarial Attacks
- Neural Style Transfer
- News Aggregation and Fraud News Detection
- Natural Language Processing
- Entertainment
- Visual Recognition
- Fraud Detection
- Healthcare
- Colourisation of Black and White images
- Adding sounds to silent movies
- Automatic Machine Translation
- Automatic Handwriting Generation
- Automatic Game Playing
- Language Translations
- Photo Descriptions
- Deep Dreaming
- Deep Generative Models (GANs, VAE)
- Recent Trends (Self-Supervised Learning, Reinforcement Learning etc)
- Object detection
- Event detection
- Object recognition
- 3D pose estimation
- Motion estimation
- Visual surveillance
- 3D scene modeling
Workshop Co-Chairs
Neeta Nain, MNIT Jaipur, India
Dinesh K Vishwakarma, DTU, New Delhi, India
Program Committee
- Sumatra Dutta Roy, IIT Delhi, India
- Alvaro Rocha, University of Lisbon, Portugal
- Slobodan Ribaric, University of Zagreb, Croatia
- R.K. Agarwal, JNU, Delhi, India
- K.V. Arya, IIITM, Gwalior, India
- Khalid M. Hosny, Zagazig University, Sharkia, Egypt
- Kapil Sharma, DTU, Delhi
- Nidhi Goel, IGDTU, Delhi
- Anil Singh Parihar, DTU, Delhi
- Rahul Katarya, DTU, Delhi
- Mukesh Prasad, UTS, Sydney, Australia
- Emanuela Marasco, George Mason University
- Zahid Akhtar, State University of New York Polytechnic Institute
- Inci M. Baytes, University of Istanbul
- Prakash Choudhary, NIT Hamirpur
- Sonu Lamba, Thapur University
- Mahipal Jadeja, MNIT Jaipur
- Satyendra Singh Chouhan, MNIT Jaipur
- Deepak Ranjan Nayak, MNIT Jaipur
- Rajiv Ratan, IIIT Delhi
- Virender Ranga, DTU, Delhi
- Priyanka Meel, DTU Delhi
- Chhavi Dhiman, DTU, Delhi
- Ashima Yadav, Bennett University, Greater Noida, India
- Tej Singh, MITS Gwalior, India