Computer Vision, Pattern Recognition, Image Processing, and Graphics

Description

This book constitutes the refereed proceedings of the 6th National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics, NCVPRIPG 2017, held in Mandi, India, in December 2017. The 48 revised full papers presented in this volume were carefully reviewed and selected from 147 submissions. The papers are organized in topical sections on video processing; image and signal processing; segmentation, retrieval, captioning; pattern recognition applications. Front Matter ....Pages I-XV Front Matter ....Pages 1-1 Visual Odometry Based Omni-directional Hyperlapse (Prachi Rani, Arpit Jangid, Vinay P. Namboodiri, K. S. Venkatesh)....Pages 3-13 Classification of Human Actions Using 3-D Convolutional Neural Networks: A Hierarchical Approach (Shaival Thakkar, M. V. Joshi)....Pages 14-23 SmartTennisTV: Automatic Indexing of Tennis Videos (Anurag Ghosh, C. V. Jawahar)....Pages 24-33 Flow-Free Video Object Segmentation (Aditya Vora, Shanmuganathan Raman)....Pages 34-44 SSIM-Based Joint Bit-Allocation Using Frame Model Parameters for 3D Video Coding (Y. Harshalatha, Prabir Kumar Biswas)....Pages 45-53 Trajectory Based Integrated Features for Action Classification from Depth Data (Parul Shukla, Noopur Arora, Kanad K. Biswas)....Pages 54-65 Anomaly from Motion: Unsupervised Extraction of Visual Irregularity via Motion Prediction (Avishek Majumder, R. Venkatesh Babu, Anirban Chakraborty)....Pages 66-77 Recognizing Human Activities in Videos Using Improved Dense Trajectories over LSTM (Krit Karan Singh, Snehasis Mukherjee)....Pages 78-88 Saliency Driven Video Motion Magnification (Manisha Verma, Ramyani Ghosh, Shanmuganathan Raman)....Pages 89-100 Detecting Missed and Anomalous Action Segments Using Approximate String Matching Algorithm (Hiteshi Jain, Gaurav Harit)....Pages 101-111 Parametric Reshaping of Humans in Videos Incorporating Motion Retargeting (Suresh Prakash, Prem Kalra)....Pages 112-125 Enhanced Aggregated Channel Features Detector for Pedestrian Detection Using Parameter Optimisation and Deep Features (Blossom Treesa Bastian, C. V. Jiji)....Pages 126-135 Front Matter ....Pages 137-137 Unsupervised Segmentation of Speech Signals Using Kernel-Gram Matrices (Saurabhchand Bhati, Shekhar Nayak, K. Sri Rama Murty)....Pages 139-149 Design of Biorthogonal Wavelet Filters of DTCWT Using Factorization of Halfband Polynomials (Shrishail S. Gajbhar, Manjunath V. Joshi)....Pages 150-162 Single Noisy Image Super Resolution by Minimizing Nuclear Norm in Virtual Sparse Domain (Srimanta Mandal, A. N. Rajagopalan)....Pages 163-176 Near Real-Time Correction of Specular Reflections in Flash Images Using No-Flash Image Prior (Saikat Kumar Das, Kunal Swami, Gaurav Khandelwal, Prashanth Rao Thakkalapally)....Pages 177-189 A Method for Detecting JPEG Anti-forensics (Dinesh Bhardwaj, Chothmal Kumawat, Vinod Pankajakshan)....Pages 190-197 An End-to-End Deep Learning Framework for Super-Resolution Based Inpainting (Manoj Sharma, Rudrabha Mukhopadhyay, Santanu Chaudhury, Brejesh Lall)....Pages 198-208 Saliency Map Improvement Using Edge-Aware Filtering (Diptiben Patel, Shanmuganathan Raman)....Pages 209-219 A Generative Adversarial Network for Tone Mapping HDR Images (Vaibhav Amit Patel, Purvik Shah, Shanmuganathan Raman)....Pages 220-231 Efficient Clustering-Based Noise Covariance Estimation for Maximum Noise Fraction (Soumyajit Gupta, Chandrajit Bajaj)....Pages 232-244 GMM Based Single Depth Image Super-Resolution (Chandra Shaker Balure, M. Ramesh Kini, Arnav Bhavsar)....Pages 245-256 Patch Similarity in Transform Domain for Intensity/Range Image Denoising with Edge Preservation (Seema Kumari, Srimanta Mandal, Arnav Bhavsar)....Pages 257-268 Multi-modal Image Analysis for Plant Stress Phenotyping (Swati Bhugra, Anupama Anupama, Santanu Chaudhury, Brejesh Lall, Archana Chugh)....Pages 269-280 Source Classification Using Document Images from Smartphones and Flatbed Scanners (Sharad Joshi, Gaurav Gupta, Nitin Khanna)....Pages 281-292 Homomorphic Incremental Directional Averaging for Noise Suppression in SAR Images (Shashaank M. Aswatha, Jayanta Mukhopadhyay, Prabir K. Biswas, Subhas Aikat)....Pages 293-302 An EEG-Based Image Annotation System (Viral Parekh, Ramanathan Subramanian, Dipanjan Roy, C. V. Jawahar)....Pages 303-313 Multimodal Registration of Retinal Images (Gamalapati S. Jahnavi, Jayanthi Sivaswamy)....Pages 314-324 Front Matter ....Pages 325-325 Dynamic Class Learning Approach for Smart CBIR (Girraj Pahariya, Balaraman Ravindran, Sukhendu Das)....Pages 327-337 Exploring Memory and Time Efficient Neural Networks for Image Captioning (Sandeep Narayan Parameswaran)....Pages 338-347 Dataset Augmentation with Synthetic Images Improves Semantic Segmentation (Manik Goyal, Param Rajpura, Hristo Bojinov, Ravi Hegde)....Pages 348-359 Deep Neural Network for Foreground Object Segmentation: An Unsupervised Approach (Avishek Majumder, R. Venkatesh Babu)....Pages 360-371 Document Image Segmentation Using Deep Features (K. V. Jobin, C. V. Jawahar)....Pages 372-382 Front Matter ....Pages 383-383 MKL Based Local Label Diffusion for Automatic Image Annotation (Abhijeet Kumar, Anjali Anil Shenoy, Avinash Sharma)....Pages 385-399 Semantic Multinomial Representation for Scene Images Using CNN-Based Pseudo-concepts and Concept Neural Network (Deepak Kumar Pradhan, Shikha Gupta, Veena Thenkanidiyoor, Dileep Aroor Dinesh)....Pages 400-409 Automatic Synthesis of Boolean Expression and Error Detection from Logic Circuit Sketches (Sahil Dhiman, Pushpinder Garg, Divya Sharma, Chiranjoy Chattopadhyay)....Pages 410-423 Comparison of Edge Detection Algorithms in the Framework of Despeckling Carotid Ultrasound Images Based on Bayesian Estimation Approach (Y. Nagaraj, A. V. Narasimhadhan)....Pages 424-435 A Two Stage Contour Evolution Approach for the Measurement of Choroid Thickness in EDI-OCT Images (George Neetha, C. V. Jiji)....Pages 436-445 Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking (Sivaram Prasad Mudunuri, Shashanka Venkataramanan, Soma Biswas)....Pages 446-456 Description Based Person Identification: Use of Clothes Color and Type (Priyansh Shah, Mehul S. Raval, Shvetal Pandya, Sanjay Chaudhary, Anand Laddha, Hiren Galiyawala)....Pages 457-469 Towards Accurate Handwritten Word Recognition for Hindi and Bangla (Kartik Dutta, Praveen Krishnan, Minesh Mathew, C. V. Jawahar)....Pages 470-480 NrityaGuru: A Dance Tutoring System for Bharatanatyam Using Kinect (Achyuta Aich, Tanwi Mallick, Himadri B. G. S. Bhuyan, Partha Pratim Das, Arun Kumar Majumdar)....Pages 481-493 Automated Translation of Human Postures from Kinect Data to Labanotation (Anindhya Sankhla, Vinanti Kalangutkar, Himadri B. G. S. Bhuyan, Tanwi Mallick, Vivek Nautiyal, Partha Pratim Das et al.)....Pages 494-505 Emotion Based Categorization of Music Using Low Level Features and Agglomerative Clustering (Rajib Sarkar, Saikat Dutta, Aneek Roy, Sanjoy Kumar Saha)....Pages 506-516 Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images (Param Rajpura, Alakh Aggarwal, Manik Goyal, Sanchit Gupta, Jonti Talukdar, Hristo Bojinov et al.)....Pages 517-528 Detection of Coal Seam Fires in Summer Seasons from Landsat 8 OLI/TIRS in Dhanbad (Jit Mukherjee, Jayanta Mukherjee, Debashish Chakravarty)....Pages 529-539 Classification of Indian Monuments into Architectural Styles (Saurabh Sharma, Priyal Aggarwal, Akanksha N. Bhattacharyya, S. Indu)....Pages 540-549 Predicting Word from Brain Activity Using Joint Sparse Embedding with Domain Adaptation (Akansha Mishra)....Pages 550-559 Back Matter ....Pages 561-562