Rajkumar Saini

According to our database, Rajkumar Saini authored at least 72 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Performance Enhancement of EEG Signatures for Person Authentication Using CNN BiLSTM Method.

Ashish Ranjan Mishra, Rakesh Kumar, Rajkumar Saini

J. Univers. Comput. Sci., 2024

Giving each task what it needs - leveraging structured sparsity for tailored multi-task learning.

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

CoRR, 2024

Investigating Robustness of Open-Vocabulary Foundation Object Detectors under Distribution Shifts.

Prakash Chandra Chhipa, Kanjar De, Meenakshi Subhash Chippa, Rajkumar Saini, Marcus Liwicki

CoRR, 2024

Sharing to Learn and Learning to Share; Fitting Together Meta, Multi-Task, and Transfer Learning: A Meta Review.

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

IEEE Access, 2024

Better Skeleton Better Readability: Scene Text Image Super-Resolution via Skeleton-Aware Diffusion Model.

Shrey Singh, Prateek Keserwani, Partha Pratim Roy, Rajkumar Saini

IEEE Access, 2024

Fast&Focused-Net: Enhancing Small Object Encoding With VDP Layer in Deep Neural Networks.

Tofik Ali, Partha Pratim Roy, Rajkumar Saini

IEEE Access, 2024

SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders.

Debashis Das Chakladar, Foteini Simistira Liwicki, Rajkumar Saini

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Vehicle Detection Performance in Nordic Region.

Hamam Mokayed, Rajkumar Saini, Oluwatosin Adewumi, Lama Alkhaled, Björn Backe, Palaiahnakote Shivakumara, Olle Hagner, Yan Chai Hum

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Attention Dynamics: Estimating Attention Levels of ADHD using Swin Transformer.

Debashis Das Chakladar, Anand Shankar, Foteini Liwicki, Shovan Barma, Rajkumar Saini

Proceedings of the Pattern Recognition - 27th International Conference, 2024

An EEG Analysis Framework for Brain Disorder Classification Using Convolved Connectivity Features.

Rajkumar Saini, Richa Upadhyay, Vibha Gupta, Prakash Chandra Chhipa, Sumit Rakesh, Hamam Mokayed, Kanjar De, Foteini Simistira Liwicki, Debashis Das Chakladar

Proceedings of the 9th International Conference on Frontiers of Signal Processing, 2024

Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data.

Scott Wellington, Holly Wilson, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Damien Coyle, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Möbius Transform for Mitigating Perspective Distortions in Representation Learning.

Prakash Chandra Chhipa, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Marcus Liwicki, Mubarak Shah

Proceedings of the Computer Vision - ECCV 2024, 2024

LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion.

Meenakshi Subhash Chippa, Prakash Chandra Chhipa, Kanjar De, Marcus Liwicki, Rajkumar Saini

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

Study of AI-Driven Fashion Recommender Systems.

Shaghayegh Shirkhani, Hamam Mokayed, Rajkumar Saini, Yan Chai Hum

SN Comput. Sci., September, 2023

Less is More - Towards parsimonious multi-task models using structured sparsity.

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

CoRR, 2023

Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models.

Holly Wilson, Scott Wellington, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Gunnar Eriksson, Oliver Watts, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe

CoRR, 2023

Robust and Fast Vehicle Detection using Augmented Confidence Map.

Hamam Mokayed, Palaiahnakote Shivakumara, Lama Alkhaled, Rajkumar Saini, Muhammad Zeshan Afzal, Yan Chai Hum, Marcus Liwicki

CoRR, 2023

A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions.

Gustav Grund Pihlgren, Konstantina Nikolaidou, Prakash Chandra Chhipa, Nosheen Abid, Rajkumar Saini, Fredrik Sandin, Marcus Liwicki

CoRR, 2023

Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images.

Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Multi-Task Meta Learning: learn how to adapt to unseen tasks.

Richa Upadhyay, Prakash Chandra Chhipa, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

Proceedings of the International Joint Conference on Neural Networks, 2023

Functional Knowledge Transfer with Self-supervised Representation Learning.

Prakash Chandra Chhipa, Muskaan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki

Proceedings of the IEEE International Conference on Image Processing, 2023

ICDAR 2023 CROHME: Competition on Recognition of Handwritten Mathematical Expressions.

Yejing Xie, Harold Mouchère, Foteini Simistira Liwicki, Sumit Rakesh, Rajkumar Saini, Masaki Nakagawa, Cuong Tuan Nguyen, Thanh-Nghia Truong

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions?

Prakash Chandra Chhipa, Johan Rodahl Holmgren, Kanjar De, Rajkumar Saini, Marcus Liwicki

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Robust Scene Text Detection for Partially Annotated Training Data.

Prateek Keserwani, Rajkumar Saini, Marcus Liwicki, Partha Pratim Roy

IEEE Trans. Circuits Syst. Video Technol., 2022

Leveraging external resources for offensive content detection in social media.

György Kovács, Pedro Alonso, Rajkumar Saini, Marcus Liwicki

AI Commun., 2022

Do-It-Yourself Recommender System: Reusing and Recycling With Blockchain and Deep Learning.

Sachi Pandey, Vikas Chouhan, Devanshi Verma, Shubham Rajrah, Fayadh Alenezi, Rajkumar Saini, KC Santosh

IEEE Access, 2022

Depth Contrast: Self-supervised Pretraining on 3DPM Images for Mining Material Classification.

Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjöld, Seiichi Uchida, Marcus Liwicki

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Emotions Classification Using EEG in Health Care.

Sumit Rakesh, Foteini Liwicki, Hamam Mokayed, Richa Upadhyay, Prakash Chandra Chhipa, Vibha Gupta, Kanjar De, György Kovács, Dinesh Singh, Rajkumar Saini

Proceedings of the Computer Vision and Machine Intelligence, 2022

2021

Challenges of Hate Speech Detection in Social Media.

György Kovács, Pedro Alonso, Rajkumar Saini

SN Comput. Sci., 2021

Modeling local and global behavior for trajectory classification using graph based algorithm.

Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy, Umapada Pal

Pattern Recognit. Lett., 2021

3D word spotting using leap motion sensor.

Partha Pratim Roy, Pradeep Kumar, Shweta Patidar, Rajkumar Saini

Multim. Tools Appl., 2021

Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review.

Richa Upadhyay, Ronald Phlypo, Rajkumar Saini, Marcus Liwicki

CoRR, 2021

Anomaly Detection in Natural Scene Images Based on Enhanced Fine-Grained Saliency and Fuzzy Logic.

Hamam Mokayed, Palaiahnakote Shivakumara, Rajkumar Saini, Marcus Liwicki, Loo Chee Hin, Umapada Pal

IEEE Access, 2021

Quadbox: Quadrilateral Bounding Box Based Scene Text Detection Using Vector Regression.

Prateek Keserwani, Ankit Dhankhar, Rajkumar Saini, Partha Pratim Roy

IEEE Access, 2021

Imagined Object Recognition Using EEG-Based Neurological Brain Signals.

Rajkumar Saini, Sameer Prabhu, Richa Upadhyay, Sumit Rakesh, Prakash Chandra Chhipa, Hamam Mokayed, Marcus Liwicki, Foteini Liwicki

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

2020

Hate Speech Detection Using Transformer Ensembles on the HASOC Dataset.

Pedro Alonso, Rajkumar Saini, György Kovács

Proceedings of the Speech and Computer - 22nd International Conference, 2020

TheNorth at SemEval-2020 Task 12: Hate Speech Detection Using RoBERTa.

Pedro Alonso, Rajkumar Saini, György Kovács

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

TheNorth @ HaSpeeDe 2: BERT-based Language Model Fine-tuning for Italian Hate Speech Detection (short paper).

Eric Lavergne, Rajkumar Saini, György Kovács, Killian Murphy

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning.

Sumit Rakesh, Saleha Javed, Rajkumar Saini, Marcus Liwicki

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019

A novel point-line duality feature for trajectory classification.

Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Vis. Comput., 2019

Multimodal Gait Recognition With Inertial Sensor Data and Video Using Evolutionary Algorithm.

Pradeep Kumar, Subham Mukherjee, Rajkumar Saini, Pallavi Kaushik, Partha Pratim Roy, Debi Prosad Dogra

IEEE Trans. Fuzzy Syst., 2019

Recognizing gender from human facial regions using genetic algorithm.

Avirup Bhattacharyya, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Samarjit Kar

Soft Comput., 2019

Fusion of Neuro-Signals and Dynamic Signatures for Person Authentication.

Pradeep Kumar, Rajkumar Saini, Barjinder Kaur, Partha Pratim Roy, Erik J. Scheme

Sensors, 2019

Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare.

Rajkumar Saini, Pradeep Kumar, Barjinder Kaur, Partha Pratim Roy, Debi Prosad Dogra, KC Santosh

Int. J. Mach. Learn. Cybern., 2019

ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records.

Rajkumar Saini, Derek Dobson, Jon Morrey, Marcus Liwicki, Foteini Simistira Liwicki

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Trilingual 3D Script Identification and Recognition using Leap Motion Sensor.

Rajkumar Saini, Pradeep Kumar, Shweta Patidar, Partha Pratim Roy, Marcus Liwicki

Proceedings of the Second International Workshop on Machine Learning, 2019

TheNorth at HASOC 2019: Hate Speech Detection in Social Media Data.

Pedro Alonso, Rajkumar Saini, György Kovács

Proceedings of the Working Notes of FIRE 2019, 2019

2018

Envisioned speech recognition using EEG sensors.

Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Pawan Kumar Sahu, Debi Prosad Dogra

Pers. Ubiquitous Comput., 2018

A lexicon-free approach for 3D handwriting recognition using classifier combination.

Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Umapada Pal

Pattern Recognit. Lett., 2018

Frame selection for OCR from video stream of book flipping.

Dibyayan Chakraborty, Partha Pratim Roy, Rajkumar Saini, José M. Álvarez, Umapada Pal

Multim. Tools Appl., 2018

A position and rotation invariant framework for sign language recognition (SLR) using Kinect.

Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Multim. Tools Appl., 2018

Tracking Players in Broadcast Sports.

Kandregula Manikanta Sudeep, Voddapally Amarnath, Angoth Rahul Pamaar, Kanjar De, Rajkumar Saini, Partha Pratim Roy

J. Multim. Inf. Syst., 2018

Don't just sign use brain too: A novel multimodal approach for user identification and verification.

Rajkumar Saini, Barjinder Kaur, Priyanka Singh, Pradeep Kumar, Partha Pratim Roy, Balasubramanian Raman, Dinesh Singh

Inf. Sci., 2018

A novel framework of continuous human-activity recognition using Kinect.

Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra

Neurocomputing, 2018

A segmental HMM based trajectory classification using genetic algorithm.

Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Expert Syst. Appl., 2018

A pervasive electroencephalography-based person authentication system for cloud environment.

Pradeep Kumar, Ashish Singhal, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Displays, 2018

Summarization of videos by analyzing affective state of the user through crowdsource.

Ashish Singhal, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim

Cogn. Syst. Res., 2018

EEG based word familiarity using features and frequency bands combination.

Vaishali Khurana, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy

Cogn. Syst. Res., 2018

Trajectory Classification Using Feature Selection by Genetic Algorithm.

Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy, Umapada Pal

Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017

Analysis of EEG signals and its application to neuromarketing.

Mahendra Yadava, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Multim. Tools Appl., 2017

3D text segmentation and recognition using leap motion.

Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

Multim. Tools Appl., 2017

A bio-signal based framework to secure mobile devices.

Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra

J. Netw. Comput. Appl., 2017

Fight Detection in Hockey Videos using Deep Network.

Subham Mukherjee, Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim

J. Multim. Inf. Syst., 2017

Plant Disease Identification using Deep Neural Networks.

Subham Mukherjee, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra, Byung-Gyu Kim

J. Multim. Inf. Syst., 2017

Real-time recognition of sign language gestures and air-writing using leap motion.

Pradeep Kumar, Rajkumar Saini, Santosh Kumar Behera, Debi Prosad Dogra, Partha Pratim Roy

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Local Behavior Analysis for Trajectory Classification Using Graph Embedding.

Rajkumar Saini, Pradeep Kumar, Saikat Dutta, Partha Pratim Roy, Umapada Pal

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

An Efficient Approach for Recognition and Verification of On-Line Signatures Using PSO.

Saikat Dutta, Rajkumar Saini, Pradeep Kumar, Partha Pratim Roy

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

Gait Analysis Using Shadow Motion.

Pradeep Kumar, Rajkumar Saini, Chaitanya Sai Tumma, Partha Pratim Roy, Debi Prosad Dogra

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

On the applicability of diploid genetic algorithms in dynamic environments.

Harsh Bhasin, Gitanshu Behal, Nimish Aggarwal, Rajkumar Saini, Shivani Choudhary

Soft Comput., 2016

Classification of Object Trajectories Represented by High-Level Features Using Unsupervised Learning.

Rajkumar Saini, Arif Ahmed, Debi Prosad Dogra, Partha Pratim Roy

Proceedings of International Conference on Computer Vision and Image Processing, 2016

Surveillance Scene Segmentation Based on Trajectory Classification Using Supervised Learning.

Rajkumar Saini, Arif Ahmed, Debi Prosad Dogra, Partha Pratim Roy

Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015

Segmentation and recognition of text written in 3D using Leap motion interface.

Chelsi Agarwal, Debi Prosad Dogra, Rajkumar Saini, Partha Pratim Roy

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015