Computer Vision, Pattern Recognition, Image Processing, and Graphics: 7th National Conference, NCVPRIPG 2019, Hubballi, India, December 22–24, 2019, Revised Selected Papers [1st ed.] 9789811586965, 9789811586972

Table of contents :
Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
Fast Stereo Depth Estimation in Smartphone Devices with Narrow Baseline (Saikat Kumar Das, Pankaj Kumar Bajpai, Rituparna Sarkar)....Pages 3-13
Single Storage Semi-Global Matching for Real Time Depth Processing (Prathmesh Sawant, Yashwant Temburu, Mandar Datar, Imran Ahmed, Vinayak Shriniwas, Sachin Patkar)....Pages 14-31
SynCGAN: Using Learnable Class Specific Priors to Generate Synthetic Data for Improving Classifier Performance on Cytological Images (Soumyajyoti Dey, Soham Das, Swarnendu Ghosh, Shyamali Mitra, Sukanta Chakrabarty, Nibaran Das)....Pages 32-42
Fish-Eye Image Based Cross Traffic Alert System (Madhurima Bandyopadhyay, Ankit Kumar, Anoop Pathayapurakkal)....Pages 43-52
Evidence Based Image Selection for 3D Reconstruction (Smita C. Yadavannavar, Varad Vinod Prabhu, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudengudi)....Pages 53-63
Domain Decomposition Based Preconditioned Solver for Bundle Adjustment (Shrutimoy Das, Siddhant Katyan, Pawan Kumar)....Pages 64-75
Front Matter ....Pages 77-77
Deep Dictionary Learning for Inpainting (K. Seemakurthy, A. Majumdar, J. Gubbi, N. K. Sandeep, A. Varghese, S. Deshpande et al.)....Pages 79-88
A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis (Arnab Karmakar, Deepak Mishra)....Pages 89-99
Structure Preserving Image Inpainting Using Edge Priors with Contextual Attention (Ashish Kumar Singh, Praveen Agrawal, Ankit Dhiman, Rishav Raj, Pankaj Kumar Bajpai, Yash Harbhajanka)....Pages 100-110
Exploring Temporal Differences in 3D Convolutional Neural Networks (Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman)....Pages 111-121
PoshakNet: Framework for Matching Dresses from Real-Life Photos Using GAN and Siamese Network (Abhigyan Khaund, Daksh Thapar, Aditya Nigam)....Pages 122-132
Unsupervised Domain Adaptation for Remote Sensing Images Using Metric Learning and Correlation Alignment (Aniruddha Mahapatra, Biplab Banerjee)....Pages 133-142
Computationally Efficient Super-Resolution Approach for Real-World Images (Vishal Chudasama, Kalpesh Prajapati, Kishor Upla)....Pages 143-153
Accurate Damage Dimension Estimation in AI Driven Vehicle Inspection System (Adrita Barari, N. V. S. Abhilash, Payanshi Jain, Ankit Sati, Karthik Sai Datta, Chirag Jain)....Pages 154-162
A Deep Learning Based Framework for Distracted Driver Detection (Swadesh Kumar Maurya, Ayesha Choudhary)....Pages 163-173
RECAL: Reuse of Established CNN Classifier Apropos Unsupervised Learning Paradigm (Jayasree Saha, Jayanta Mukherjee)....Pages 174-184
Pose Estimation of UAVs Using Stereovision (Samvram Sahu, Harsha Simha, Deepak Mishra)....Pages 185-197
U-RME: Underwater Refined Motion Estimation in Hazy, Cluttered and Dynamic Environments (Shilpi Gupta, Prerana Mukherjee, Santanu Chaudhury, Brejesh Lall)....Pages 198-208
Emphasizing Similar Feature Representations to Defend Against Adversarial Attacks (Akhilesh Pandey, S. Balasubramanian, Darshan Gera)....Pages 209-218
iSalGAN - An Improvised Saliency GAN (Kelam Goutam, S. Balasubramanian)....Pages 219-228
Putting Jewellery and Accessories on a 3D Face Model Generated from 2D Image (Roshan Naik, Parth Singh, Prem Kalra)....Pages 229-238
Motion-Constrained Generative Adversarial Network for Anomaly Detection (Anitha Edison, C. V. Jiji)....Pages 239-249
Performance Analysis and Optimization of Serialization Techniques for Deep Neural Networks (Akshay Parashar, Payal Anand, Arun Abraham)....Pages 250-260
Learning to Generate Atmospheric Turbulent Images (Shyam Nandan Rai, C. V. Jawahar)....Pages 261-271
Rejection-Cascade of Gaussians: Real-Time Adaptive Background Subtraction Framework (B. Ravi Kiran, Arindam Das, Senthil Yogamani)....Pages 272-281
Hybrid Resection-Intersection Method for Real-Time Bundle Adjustment on Mobile Devices (Ashish Kumar Singh, Karthik Srinivasan, Venkat Ramana Peddigari)....Pages 282-291
DocDescribor: Digits + Alphabets + Math Symbols - A Complete OCR for Handwritten Documents (Ridhi Aggarwal, Hiteshi Jain, Gaurav Harit, Anil Kumar Tiwari)....Pages 292-301
Non-contextual Long-Term Person Re-ID Under Sudden Illumination Conditions (B. Yogameena, K. Menaka, S. Saravana Perumaal)....Pages 302-311
Artificially Intelligent Game Framework Based on Facial Expression Recognition (Itisha Patidar, Karan Sanjay Modh, Chiranjoy Chattopadhyay)....Pages 312-321
A Performance Evaluation of Loss Functions for Deep Face Recognition (Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey)....Pages 322-332
Front Matter ....Pages 333-333
Document Image Binarization Using U-Net (Dhara Kotecha, Manjunath V. Joshi)....Pages 335-343
Towards Faster Offline Handwriting Recognition Using Temporal Convolution Networks (Annapurna Sharma, Rahul Ambati, Dinesh Babu Jayagopi)....Pages 344-354
Recognition of Gurmukhi Signboard Image Classes Based on Static and Dynamic Feature Sets (Jasleen Kaur Bains, Sukhdeep Singh, Anuj Sharma)....Pages 355-364
Segmentation and Enhancement of Mammograms for the Detection of Cancer Using Gradient Weight Map and Decorrelation Stretch (B. V. Divyashree, G. Hemantha Kumar)....Pages 365-374
LR-HyClassify: A Low Rank Based Framework for Classification of Degraded Hyperspectral Images (Sourish Sarkar, Rajiv R. Sahay)....Pages 375-384
Front Matter ....Pages 385-385
Neighbourhood Projection Embedding Based Image Tampering Detection and Localization (Anjali Diwan, Purvi A. Koringa, Anil K. Roy, Suman K. Mitra)....Pages 387-396
DeepPFCN: Deep Parallel Feature Consensus Network for Person Re-identification (Shubham Kumar Singh, Krishna P. Miyapuram, Shanmuganathan Raman)....Pages 397-407
Motion Classification in Bharatanatyam Dance (Himadri Bhuyan, Mousam Roy, Partha Pratim Das)....Pages 408-417
CS-ONPP: Class Similarity Based ONPP for the Modular Facial Expression Recognition ( Sujata, Purvi A. Koringa, Suman K. Mitra)....Pages 418-428
Compressive Sensing Based Privacy for Fall Detection (Ronak Gupta, Prashant Anand, Santanu Chaudhury, Brejesh Lall, Sanjay Singh)....Pages 429-438
Indian Plant Recognition in the Wild (Vamsidhar Muthireddy, C. V. Jawahar)....Pages 439-449
Semantic Segmentation Datasets for Resource Constrained Training (Ashutosh Mishra, Sudhir Kumar, Tarun Kalluri, Girish Varma, Anbumani Subramaian, Manmohan Chandraker et al.)....Pages 450-459
Dear Commissioner, Please Fix These: A Scalable System for Inspecting Road Infrastructure (Raghava Modhugu, Ranjith Reddy, C. V. Jawahar)....Pages 460-469
Automatic Text Localization in Scene Images: A Transfer Learning Based Approach (Mridul Ghosh, Sayan Saha Roy, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy)....Pages 470-479
Automated Detection of Mine Water Bodies Using Landsat 8 OLI/TIRS in Jharia (Jit Mukherjee, Jayanta Mukherjee, Debashish Chakravarty)....Pages 480-489
Deep Learning-Based Bangla Isolated Character Recognition from Online and Offline Data (Himadri Mukherjee, Shibaprasad Sen, Ankita Dhar, Sk. Md. Obaidullah, Kaushik Roy)....Pages 490-497
Super Resolution Land Cover Mapping Using Deep Multi Scale Residual Dense Network (D. Synthiya Vinothini, B. Sathya Bama, Nirmal Selva, Naveen Kumar)....Pages 498-507
Fundus Image Quality Assessment Through Analysis of Illumination, Naturalness, and Structure Level (J. Kanimozhi, P. Vasuki, S. Mohamed Mansoor Roomi)....Pages 508-526
CaReNet: CapsNet Based Regression Network (Abhinay Badam, Basanta Sharma, Darshan Gera, S. Balasubramanian, Srikanth Khanna)....Pages 527-536
Analyzing Image Classification via EEG (Rahul Mishra, Arnav Bhavsar)....Pages 537-547
Relocalization of Camera in a 3D Map on Memory Restricted Devices (Deepti Hegde, Dikshit Hegde, Ramesh Ashok Tabib, Uma Mudenagudi)....Pages 548-557
Scene Understanding in Night-Time Using SSAN Dataset (R Anandha Murugan, B Sathyabama, S Sam Joshuva, Surya Kiran, Nighil krishna)....Pages 558-568
Deep Learn Bananas: A Transfer Learning for Banana Variety Classification (Senthilarasi M, Md. Mansoor Roomi S, Maheesa M, Sivaranajani R)....Pages 569-577
A Framework for Lane Prediction Based on Vehicle Detection and Tracking (Any Gupta, Ayesha Choudhary)....Pages 578-588
Detector-SegMentor Network for Skin Lesion Localization and Segmentation (S. Saini, D. Gupta, A. K. Tiwari)....Pages 589-599
Choroid Disease Classification Using Convolutional Neural Network (Neetha George, Jiji C. V)....Pages 600-608
Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit (D. Sabarinathan, M. Parisa Beham, S. M. Md. Mansoor Roomi)....Pages 609-618
Texture Classification by Local Rajan Transform Based Descriptor (K. Priya, S. Mohamed Mansoor Roomi, B. Sathyabama, R. Neelavathy)....Pages 619-628
Back Matter ....Pages 629-631