Proceedings of 3rd International Conference on Computer Vision and Image Processing: CVIP 2018, Volume 1

Description

This book is a collection of carefully selected works presented at the Third International Conference on Computer Vision & Image Processing (CVIP 2018). The conference was organized by the Department of Computer Science and Engineering of PDPM Indian Institute of Information Technology, Design & Manufacturing, Jabalpur, India during September 29–October 01, 2018. All the papers have been rigorously reviewed by the experts from the domain. This 2 volume proceedings include technical contributions in the areas of Image/Video Processing and Analysis; Image/Video Formation and Display; Image/Video Filtering, Restoration, Enhancement and Super-resolution; Image/Video Coding and Transmission; Image/Video Storage, Retrieval and Authentication; Image/Video Quality; Transform-based and Multi-resolution Image/Video Analysis; Biological and Perceptual Models for Image/Video Processing; Machine Learning in Image/Video Analysis; Probability and uncertainty handling for Image/Video Processing; and Motion and Tracking. Front Matter ....Pages i-xii CARTOONNET: Caricature Recognition of Public Figures (Pushkar Shukla, Tanu Gupta, Priyanka Singh, Balasubramanian Raman)....Pages 1-10 Deep Learning Framework for Detection of an Illicit Drug Abuser Using Facial Image (Tanu Gupta, Meghna Goyal, Goutam Kumar, Balasubramanian Raman)....Pages 11-20 Pneumonia Detection on Chest X-Ray Using Machine Learning Paradigm (Tej Bahadur Chandra, Kesari Verma)....Pages 21-33 A Quantitative Comparison of the Role of Parameter Selection for Regularization in GRAPPA-Based Autocalibrating Parallel MRI (Raji Susan Mathew, Joseph Suresh Paul)....Pages 35-45 Improving Image Quality and Convergence Rate of Perona–Malik Diffusion Based Compressed Sensing MR Image Reconstruction by Gradient Correction (Ajin Joy, Joseph Suresh Paul)....Pages 47-58 Blind Quality Assessment of PFA-Affected Images Based on Chromatic Eigenvalue Ratio (Kannan Karthik, Parveen Malik)....Pages 59-70 Investigation on the Muzzle of a Pig as a Biometric for Breed Identification (Shoubhik Chakraborty, Kannan Karthik, Santanu Banik)....Pages 71-83 Video Key Frame Detection Using Block Sparse Coding (Hema Sundara Srinivasula Reddy GogiReddy, Neelam Sinha)....Pages 85-93 Robust Detection of Defective Parts Using Pattern Matching for Online Machine Vision System (Namita Singh, Abhishek Jaju, Sanjeev Sharma)....Pages 95-107 On the Choice of Coil Combination Weights for Phase-Sensitive GRAPPA Reconstruction in Multichannel SWI (Sreekanth Madhusoodhanan, Joseph Suresh Paul)....Pages 109-118 Detection of Down Syndrome Using Deep Facial Recognition (Ankush Mittal, Hardik Gaur, Manish Mishra)....Pages 119-130 Fused Spectral Features in Kernel Weighted Collaborative Representation for Gender Classification Using Ocular Images (Kiran B. Raja, R. Raghavendra, Christoph Busch)....Pages 131-143 Face Anti-spoofing Based on Specular Feature Projections (Balaji Rao Katika, Kannan Karthik)....Pages 145-155 Efficient Sparse to Dense Stereo Matching Technique (Piyush Bhandari, Meiqing Wu, Nazia Aslam, Siew-Kei Lam, Maheshkumar Kolekar)....Pages 157-168 Handwritten Numeral Recognition Using Polar Histogram of Low-Level Stroke Features (Krishna A. Parekh, Mukesh M. Goswami, Suman K. Mitra)....Pages 169-181 Integrated Semi-Supervised Model for Learning and Classification (Vandna Bhalla, Santanu Chaudhury)....Pages 183-195 Mushroom Classification Using Feature-Based Machine Learning Approach (Pranjal Maurya, Nagendra Pratap Singh)....Pages 197-206 Pose-Invariant Face Recognition in Surveillance Scenarios Using Extreme Learning Machine Based Domain Adaptation (Avishek Bhattacharjee)....Pages 207-220 Classification of Abandoned and Unattended Objects, Identification of Their Owner with Threat Assessment for Visual Surveillance (Harsh Agarwal, Gursimar Singh, Mohammed Arshad Siddiqui)....Pages 221-232 Enabling Text-Line Segmentation in Run-Length Encoded Handwritten Document Image Using Entropy-Driven Incremental Learning (R. Amarnath, P. Nagabhushan, Mohammed Javed)....Pages 233-245 Diagnosis of Prostate Cancer with Support Vector Machine Using Multiwavelength Photoacoustic Images (Aniket Borkar, Saugata Sinha, Nikhil Dhengre, Bhargava Chinni, Vikram Dogra, Navalgund Rao)....Pages 247-254 Detecting Face Morphing Attacks with Collaborative Representation of Steerable Features (Raghavendra Ramachandra, Sushma Venkatesh, Kiran Raja, Christoph Busch)....Pages 255-265 Vehicle Speed Determination and License Plate Localization from Monocular Video Streams (Akash Sonth, Harshavardhan Settibhaktini, Ankush Jahagirdar)....Pages 267-277 Retinal-Layer Segmentation Using Dilated Convolutions (T. Guru Pradeep Reddy, Kandiraju Sai Ashritha, T. M. Prajwala, G. N. Girish, Abhishek R. Kothari, Shashidhar G. Koolagudi et al.)....Pages 279-292 Cosaliency Detection in Images Using Structured Matrix Decomposition and Objectness Prior (Sayanti Bardhan, Shibu Jacob)....Pages 293-306 Agriculture Parcel Boundary Detection from Remotely Sensed Images (Ganesh Khadanga, Kamal Jain)....Pages 307-312 Eigenvector Orientation Corrected LeNet for Digit Recognition (V. C. Swetha, Deepak Mishra, Sai Subrahmanyam Gorthi)....Pages 313-324 A Reference Based Secure and Robust Zero Watermarking System (Satendra Pal Singh, Gaurav Bhatnagar)....Pages 325-337 Two-View Triangulation: A Novel Approach Using Sampson’s Distance (Gaurav Verma, Shashi Poddar, Vipan Kumar, Amitava Das)....Pages 339-351 Entry–Exit Video Surveillance: A Benchmark Dataset (V. Vinay Kumar, P. Nagabhushan, S. N. Roopa)....Pages 353-364 Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases (Shradha Verma, Anuradha Chug, Amit Prakash Singh)....Pages 365-377 Linear Regression Correlation Filter: An Application to Face Recognition (Tiash Ghosh, Pradipta K. Banerjee)....Pages 379-390 Storm Tracking Using Geostationary Lightning Observation Videos (Nora Elizabeth Joby, Nimisha Susan George, M. N. Geethasree, B. NimmiKrishna, Noora Rahman Thayyil, Praveen Sankaran)....Pages 391-402 Human Head Pose and Eye State Based Driver Distraction Monitoring System (Astha Modak, Samruddhi Paradkar, Shruti Manwatkar, Amol R. Madane, Ashwini M. Deshpande)....Pages 403-421 Discriminative BULBPH Descriptor with KDA for Palmprint Recognition (Deepti Tamrakar, Pritee Khanna)....Pages 423-435 Things at Your Desk: A Portable Object Dataset (Saptakatha Adak)....Pages 437-448 A Deep Learning Framework Approach for Urban Area Classification Using Remote Sensing Data (Rahul Nijhawan, Radhika Jindal, Himanshu Sharma, Balasubramanian Raman, Josodhir Das)....Pages 449-456 Image-Based Facial Expression Recognition Using Local Neighborhood Difference Binary Pattern (Sumeet Saurav, Sanjay Singh, Madhulika Yadav, Ravi Saini)....Pages 457-470 Back Matter ....Pages 471-472