ICVGIP 2023
IIT Ropar | 15th-17th December 2023
List of Accepted Papers
Details of the accepted papers for ICVGIP 2023 Conference are listed below.
Oral Papers
| Paper Title | Author(s) |
|---|---|
| ADDMDNet: A Slice Ranking based Approach for Alzheimer’s Disease Detection from Multi-modal Data | Shijin Knox G U (CET)*, Anurenjan Purushothaman (College of Engineering, Trivandrum), Pradeep R (CET), Sreeni K G (Rajiv Gandhi Institute Of Technology, GEC, Pampady, Kottayam) |
| Single View Blind Homography Estimation (BHE) for an Inclined Textured Planar Surface: Overcoming the Inverse and Ill-Posed Challenge! | Pooja Kumari (IIT Madras)*, Sukhendu Das (Indian Institute of Technology, Madras) |
| Automatic assessment of communication skill in real-world job interviews: A comparative study using deep learning and domain adaptation. | Jinal H Thakkar (International Institute of Information Technology Bangalore)*, Chinchu Thimas (HP Computing and printing), Dinesh Babu J (International Institute of Information Technology, Bangalore) |
| ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition | Soumyabrata Chaudhuri (IIT Bhubaneswar)*, Saumik Bhattacharya (Indian Institute of Technology Kharagpur) |
| Mandala as computational art: Vectorization and beyond | Tusita Sarkar (IIT Kharagpur), Partha Bhowmick (IIT Kharagpur)* |
| Degradation Aware Multi-Scale Approach to No Reference Image Quality Assessment | Siddharth Roheda (Samsung Electronics)*, Amit Satish Unde (SRI-B), Loay Rashid (Samsung R&D Institute India-Bangalore (SRI-B)), Abhishek Ameta (SRI-B) |
| MoMSGAN: Mode Collapse based Degradation Agnostic Multi-Scale Super-Resolution of Medical Images | Samiran Dey (Indian Association for the Cultivation of Science, Kolkata, India)*, Tapabrata Dr. Chakraborty (University of Oxford), Partha Basuchowdhuri (Indian Association for the Cultivation of Science), Sanjoy K Saha (Jadavpur University), Debasis Mitra (Bengal Engineering and Science University), Robin Augustine (Uppsala University, Sweden) |
| Dual Stage Semantic Information Based Generative Adversarial Network For Image Super-Resolution | Shailza Sharma (Thapar Institute of Engineering and technology)*, Abhinav Dhall (Indian Institute of Technology Ropar), Dr. Vinay Kumar (Thapar University), Vivek Singh (Oxford Brookes University) |
| Knowledge Distillation with Ensemble Calibration | Ishan Mishra (Indian Institute of Technology Jodhpur)*, Riyanshu Jain (Indian Institute of Technology, Jodhpur), Dhruv Viradiya (Indian institute of technology Jodhpur ), Divyam Patel (Indian Institute of Technology, Jodhpur), Deepak Mishra (IIT Jodhpur) |
| Dense captioning for Text-Image ReID | A Subramanyam (IIITD)*, Vibhu Dubey (Indraprastha Institute of Information Technology Delhi (IIIT-Delhi) ), Niranjan Sundararajan (IIITD), Brejesh Lall (IIT Delhi) |
| Unique Identity Generation with Global Features from Multimodal Biometric Data | Priyabrata Dash (Indian Institute of Technology Kharagpur)*, Debasis Samanta (Indian Institute of Technology, Kharagpur), Monalisa Sarma (Indian Institute of Technology, Kharagpur) |
| A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network | Sally Khaidem (Indian Institute of Technology Madras)*, Abhipraay Nevatia (Indian Institute of Technology Madras), Mansi Sharma (Department of Electrical Engineering IIT Madras) |
| Towards the Influence of Eyeglasses on the Cross-spectral Periocular Verification: Does Eyeglass Detection Improve Verification Performance? | Narayan Vetrekar (Goa University)*, Raghavendra Ramachandra (NTNU, Norway), Aniketh Gaonkar (Goa University), Rajendra Gad (UoG, India) |
| Self-Supervised 3D Mesh Object Retrieval | Kajal Sanklecha (International Institute of Information Technology, Hyderabad)*, Prayushi Mathur (International Institute of Information Technology, Hyderabad), P. J. Narayanan (IIIT-Hyderabad) |
| Aggregated Co-attention based Visual Question Answering | Aakansha Mishra (IIT Guwahati)*, Ashish Anand (Indian Institute of Technology Guwahati), Prithwijit Guha (IIT Guwahati) |
| Indian Regional Sign Language Recognition | Sujatha C (KLETech, Hubballi)*, Madhura K Patil (KLE Technological University), Umadevi . F.M (KLE Tech University), Neha Jain (KLE Technological University), Akshata Badni (KLE Technological University, Hubballi), Ranjeeta Angadi (KLE Technological University, Hubballi), Shankar Gangisetty (IIIT Hyderabad) |
| MCDNet: Multi Context Dense Network for multi-frame super resolution of satellite images | Avinash Chouhan (North Eastern Space Applications Centre)*, Harsh Motwani (IIT Guwahati), Arijit Sur (IIT Guwahati), Dibyajyoti Ch utia (North Eastern Space Applications Centre), Shiv Prasad Aggarwal (North Eastern Space Applications Centre) |
| InMDb: Indian Movie Database for Emotion Analysis | Ritik Garg (Extramarks Education India)*, Rushil Thareja (Extramarks Education Pvt Ltd), Manak Bisht (IIITD), Manavjeet Singh (IIITD), Sarthak Arora (IIITD), Jainendra Shukla (IIIT-Delhi) |
| Global Space Modelling Of Biological Processes With Cross-sectional Data | Alphin J Thottupattu (International Institute of Information Technology Hyderabad)*, Jayanthi Sivaswamy (International Institute of Information Technology Hyderabad), Venky Krishnan (TIFR CAM Bangalore) |
| Designing a Sequential Hybrid BCI Speller on Fusion of Motor Imagery and Steady-State Visually Evoked Potentials EEG Data | Tutan Nama (IIT Kharagpur)*, Debasis Samanta (Indian Institute of Technology, Kharagpur) |
| C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing | Avigyan Bhattacharya (Indian Institute of Technology Bombay), Mainak Singha (Indian Institute of Technology Bombay), Ankit Jha (Indian Institute of Technology Bombay)*, Biplab Banerjee (Indian Institute of Technology, Bombay) |
Spotlight Papers
| Paper Title | Author(s) |
|---|---|
| MMAG: Mutually Motivated Attention Gates for Simultaneous Extraction of Contextual and Spatial Information from a Monocular Image | Aditya Singh (IIIT Allahabad), Saloni Mohan (IIIT Allahabad)*, Vandana Kushwaha (IIIT Allahabad), G C Nandi (IIIT Allahabad) |
| Improved Discrepancy based Domain Adaptation Network using combined loss functions and Feature transformations | Ashly Ajith (Amrita Vishwa Vidyapeetham)*, Ganesha Srinivas Damaraju (Amrita Vishwa Vidyapeetham), Gopakumar G (Amrita Vishwa Vidyapeetham) |
| S-BAN: Secure Biometric Authentication using Noise | Praguna Manvi (IIIT Hyderabad)*, Achintya M Desai (UC Santa Barbara), Kannan Srinathan (IIIT HYDERABAD, INDIA), Anoop Namboodiri (IIIT Hyderabad) |
| TransDocUNet: A Transformer-based UNet Architecture for Effective Document Image Binarization | Risab Biswas (P360)*, Soumik Sarkhel (P360), Swalpa Kumar Roy (Alipurduar Government Engineering and Management College, Alipurduar), Umapada Pal (Indian Statistical Institute, Kolkata) |
| STTGC-Net: Spatial-Temporal Transformer with Graph Convolution for Skeleton-Based Action Recognition | Tanishka Yagneshwar (Shiv Nadar University), Snehasis Mukherjee (Shiv Nadar Institute of Eminence, Greater Noida, India)* |
| An Efficient Motor Imagery Classification Framework using Sparse Brain Connectivity and Class-consistent Dictionary Learning from Electroencephalogram Signals | Subrata Pain (Indian Institute of Technology Kharagpur)*, Debasis Samanta (Indian Institute of Technology Kharagpur), Monalisa Sarma (Indian Institute of Technology Kharagpur) |
| Fine-grain Cluster Estimation of Land Cover Classes using Landsat 8 Multispectral images | Shankho Subhra Pal (Indian Institute of Technology Kharagpur)*, Ankita Chatterjee (Indian Institute of Technology, Kharagpur), Jayanta Mukhopadhyay (IIT Kharagpur), Sudeshna Sarkar (IIT Kharagpur), Partha Pratim Das (IIT Kharagpur) |
| Advancing Fingerprint Recognition Quality Assessment: Introducing the FRBQ Metric for Enhanced Fingerprint Recognition | Prateek Jaiswal (International Institute of information technology Hyderabad)*, Arka Koner (UIDAI), Anoop Namboodiri (IIIT Hyderabad) |
| Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors | Shyam Sunder Prasad (CSIR-CEERI), Naval Kishore Mehta (AcSIR), Himanshu Kumar (CSIR-CEERI)*, Abeer Banerjee (CSIR-CEERI), Sumeet Saurav (CSIR-CEERI), Sanjay Singh (CSIR-CEERI, Pilani) |
| A Novel Framework for Robust Fingerprint Representations using Deep Convolution Network with Attention Mechanism | Alka Ranjan (Indian Institute of Technology, Kharagpur)*, Nishkal Prakash (Indian Institute of Technology, Kharagpur), Santhoshkumar Peddi (Indian Institute of Technology, Kharagpur), Debasis Samanta (Indian Institute of Technology, Kharagpur) |
| TLR-Net :Transfer Learning in Residual U-Net for Enhancing Skin Lesion Segmentation | Aneesh R P (CET)*, Joseph Zacharias (CET) |
| An Algorithm to Calculate Retinal Vessel Diameter in Fundus Images | Yoga Sri Varshan V (Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram), Subin Sahayam (Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram), Dr.Umarani Jayaraman (Indian Institute of Information Technology, Design and Manufacturing)* |
| Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions | Harshit Malik (Indian Institute of Technology Ropar), Hersh Dhillon (Indian Institute of Technology Ropar), Ravikiran Parameshwara (University of Canberra), Roland Goecke (University of Canberra), Ramanathan Subramanian (University of Canberra)* |
| What Sweet it is?: SweetNet: A comprehensive Classification of Milk Sweets | Md Mansoor (Roomi), Uma Maheswari Pandyan (Velammal College of Engineering and Technology)*, priya K Kannpiran (Thiagarajar College of Engineering), SUHAINA ABDUL HAKEEM (SRI KRISHNA COLLEGE OF ENGINEERING AND TECHNOLOGY) |
| CDA-Net: Computer Vision based Automatic Car Damage Analysis | Iyshwarya Ratthi K (Thiagarajar Coolege of Engineering), Yogameena Balasubramanian (Thiagarajar College of Engineering)*, Saravana Perumaal S (Thiagarajar College of Engineering, Madurai), Menaka K (Velammal Institute of Technology), Sivasankari Ramesh (Thiagarajar College of Engineering, Madurai) |
| Optimizing Knowledge Transfer in Sequential Models: Leveraging Residual Connections in Flow Transfer Learning for Lung Cancer Classification | Richa Sharma (SSTC Bhilai), Santosh Kumar (Dr.S P Mukherjee International Institute of Information Technology )*, Abhishek Shrivastava (IIIT-NR), Tejasv Bhatt (UCER Prayajraj UP) |
| An Efficient Model for Non-Distal Presentation Attack Detection | Tushar Chandra (IIIT Hyderabad)* |
| S-VQA: Sentence-Based Visual Question Answering | Sanchit Pathak (Indian Institute of Technology Guwahati), Garima Singh (IIT Guwahati), Ashish Anand (Indian Institute of Technology Guwahati), Prithwijit Guha (IIT Guwahati)* |
Vision India
| Paper Title | Author(s) |
|---|---|
| Featured Graph Coarsening with Similarity Guarantees | Manoj Kumar, Anurag Sharma, Shashwat Saxena, Sandeep Kumar, MISN Lab IIT Delhi |
| Few-Shot Referring Relationships in Videos | Yogesh Kumar, Anand Mishra |
| ANYDA: Anytime Domain Adaptation | Omprakash Charkraborty, IIT Kharagpur, Aadarsh Sahoo, MIT-IBM Watson AI Lab, Rameswar Panda, MIT-IBM Watson AI Lab, Abir Das, IIT Kharagpur |
| How you feelin'? Learning Emotions and Mental States in Movie Scenes | Dhruv Srivastava, Aditya Kumar Singh, Makarand Tapaswi |
| Domain Adaptive Few Shot Learning | Debabrata Pal, Deeptej More, Sai Bhargav, Dipesh Tamboli, Vaneet Aggarwal, Biplab Banerjee |
| Exemplar-Free Continual Transformer with Convolutions | Anurag Roy, IIT Kharagpur, Vinay K. Verma, IML Amazon India, Sravan Voonna, IIT Kharagpur, Kripabandhu Ghosh, IISER Kolkata, Saptarshi Ghosh, IIT Kharagpur, Abir Das, IIT Kharagpur |
| Strata-NeRF : Neural Radiance Fields for Stratified Scenes | Ankit Dhiman, R Srinath, Harsh Rangwani, Rishubh Parihar, Lokesh R Boregowda, Srinath Sridhar, R Venkatesh Babu |
| Inspecting The Geographical Representativeness of Images from Text-to-Image Models | Abhipsa Basu, R. Venkatesh Babu, Danish Pruthi |
| Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification | Kanishk Jain (IIIT Hyderabad), Shyamgopal Karthik (University of Tübingen), Vineet Gandhi (IIIT Hyderabad) |
Doctoral Consortium
| Paper Title | Author(s) |
|---|---|
| Accurate Classification and Interpretation of Osteoarthritis Conditions in X-ray and Thermal Images | A. Sabahafrozea |
| Automated Approach for Pneumonia Detection using Chest X-Ray Images | Uma Maheshwari M |
| Accurate Brain Tumor Segmentation And Classification from MRI Images Using Novel Deep Learning Methods | T. Ruba |
| Autotuned Classification Based on KnowledgeTransferred from Self-supervised Models | Jaydeep Kishore |
| Optimal Graph Compression for Efficient Graph ML | Manoj Kumar |
| Interpretation and Clinical Validation of Fetal Stress Condition using Cardiotocograpy Signals and Biophysical Profile Images | S.M.Seeni Mohamed Aliar Maraikkayar |
| Automatic Detection of Virus Infection Patterns in Images Using Switchable Convolutions | Amrita Singh |
| Automated Retinal Vasculature Analysis for Early Disease Detection and Treatment | R.B.Jayanthi Rajee |