Kamal Nasrollahi

Orcid: 0000-0002-1953-0429

According to our database1, Kamal Nasrollahi authored at least 111 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

CL-MAE: Curriculum-Learned Masked Autoencoders.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

PDA-RWSR: Pixel-Wise Degradation Adaptive Real-World Super-Resolution.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Video Transformers: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection.
Comput. Vis. Image Underst., March, 2023

ThermalSynth: A Novel Approach for Generating Synthetic Thermal Human Scenarios.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

RELIEF: Joint Low-Light Image Enhancement and Super-Resolution with Transformers.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

2022
Effective fusion of deep multitasking representations for robust visual tracking.
Vis. Comput., 2022

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification.
IEEE Trans. Cybern., 2022

Deep transfer learning in human-robot interaction for cognitive and physical rehabilitation purposes.
Pattern Anal. Appl., 2022

Real-world super-resolution of face-images from surveillance cameras.
IET Image Process., 2022

Semantic Segmentation Guided Real-World Super-Resolution.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
3D Sensors for Sewer Inspection: A Quantitative Review and Analysis.
Sensors, 2021

Memory- and time-efficient dense network for single-image super-resolution.
IET Signal Process., 2021

Deep Emotion Recognition through Upper Body Movements and Facial Expression.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Seasons in Drift: A Long Term Thermal Imaging Dataset for Studying Concept Drift.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

RELLISUR: A Real Low-Light Image Super-Resolution Dataset.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Privacy-Aware Anomaly Detection Using Semantic Segmentation.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Real-World Thermal Image Super-Resolution.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Attention-Enabled Object Detection to Improve One-Stage Tracker.
Proceedings of the Intelligent Systems and Applications, 2021

Temporal Cues from Socially Unacceptable Trajectories for Anomaly Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Object-Centric Anomaly Detection Using Memory Augmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Single-Loss Multi-task Learning For Improving Semantic Segmentation Using Super-Resolution.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
Person Re-Identification Using Spatial and Layer-Wise Attention.
IEEE Trans. Inf. Forensics Secur., 2020

A Double-Deep Spatio-Angular Learning Framework for Light Field-Based Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2020

Cycle-consistent generative adversarial neural networks based low quality fingerprint enhancement.
Multim. Tools Appl., 2020

Deep visual unsupervised domain adaptation for classification tasks: a survey.
IET Image Process., 2020

Statistical Machine Learning for Human Behaviour Analysis.
Entropy, 2020

Evaluation of Edge Platforms for Deep Learning in Computer Vision.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

One-To-One Person Re-Identification For Queue Time Estimation.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Guest editorial: special issue on human abnormal behavioural analysis.
Mach. Vis. Appl., 2019

A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition.
Multim. Tools Appl., 2019

Privacy-Constrained Biometric System for Non-Cooperative Users.
Entropy, 2019

Teaching Pepper Robot to Recognize Emotions of Traumatic Brain Injured Patients Using Deep Neural Networks.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

2018
Enhancing person re-identification by late fusion of low-, mid- and high-level features.
IET Biom., 2018

Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context.
Proceedings of the 2018 IEEE Winter Applications of Computer Vision Workshops, 2018

Facial Expression Recognition for Traumatic Brain Injured Patients.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Light field based Face Recognition via a Fused Deep Representation.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Patient's Body Motion Study Using Multimodal RGBDT Videos.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Multimodal heartbeat rate estimation from the fusion of facial RGB and thermal videos.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Occlusion-aware pedestrian detection.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Rehabilitation of Traumatic Brain Injured Patients: Patient Mood Analysis from Multimodal Video.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Effective Facial Expression Recognition Through Multimodal Imaging for Traumatic Brain Injured Patient's Rehabilitation.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2018

Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Attention in Multimodal Neural Networks for Person Re-Identification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Contact-Free Heartbeat Signal for Human Identification and Forensics.
Proceedings of the Handbook of Biometrics for Forensic Science, 2017

Reducible dictionaries for single image super-resolution based on patch matching and mean shifting.
J. Electronic Imaging, 2017

A new low-complexity patch-based image super-resolution.
IET Comput. Vis., 2017

Fast Fingerprint Classification with Deep Neural Networks.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Parking Space Occupancy Verification - Improving Robustness using a Convolutional Neural Network.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Estimation of Heartbeat Peak Locations and Heartbeat Rate from Facial Video.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Constraint patch matching for faster person re-identification.
Proceedings of the IEEE International Conference on Identity, 2017

Pain expression as a biometric: Why patients' self-reported pain doesn't match with the objectively measured pain?
Proceedings of the IEEE International Conference on Identity, 2017

Improving a deep learning based RGB-D object recognition model by ensemble learning.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

R-FCN Object Detection Ensemble based on Object Resolution and Image Quality.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Real-Time Barcode Detection and Classification using Deep Learning.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Depth Value Pre-Processing for Accurate Transfer Learning based RGB-D Object Recognition.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Late Fusion in Part-based Person Re-identification.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Evaluating State-of-the-Art Object Detector on Challenging Traffic Light Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Multimodal Neural Network for Overhead Person Re-Identification.
Proceedings of the International Conference of the Biometrics Special Interest Group, 2017

2016
Distributed Computing and Monitoring Technologies for Older Patients
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-27024-1, 2016

Complementary Cohort Strategy for Multimodal Face Pair Matching.
IEEE Trans. Inf. Forensics Secur., 2016

Facial video-based detection of physical fatigue for maximal muscle activity.
IET Comput. Vis., 2016

Improved RGB-D-T based face recognition.
IET Biom., 2016

Heartbeat Rate Measurement from Facial Video.
IEEE Intell. Syst., 2016

Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Complementing SRCNN by Transformed Self-Exemplars.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Quality inspection of printed texts.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Initiating GrabCut by color difference for automatic foreground extraction of passport imagery.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Improved interpolation kernels for super resolution algorithms.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Thermal super-pixels for bimodal stress recognition.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Spatiotemporal Facial Super-Pixels for Pain Detection.
Proceedings of the Articulated Motion and Deformable Objects, 2016

2015
Extremal Regions Detection Guided by Maxima of Gradient Magnitude.
IEEE Trans. Image Process., 2015

On soft biometrics.
Pattern Recognit. Lett., 2015

Quality-Aware Estimation of Facial Landmarks in Video Sequences.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Circular Hough Transform and Local Circularity Measure for Weight Estimation of a Graph-Cut Based Wood Stack Measurement.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Heartbeat Signal from Facial Video for Biometric Recognition.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Super-resolution of facial images in forensics scenarios.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Deep learning based super-resolution for improved action recognition.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

EREL: Extremal regions of extremum levels.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Can contact-free measurement of heartbeat signal be used in forensics?
Proceedings of the 23rd European Signal Processing Conference, 2015

Spatiotemporal analysis of RGB-D-T facial images for multimodal pain level recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Pain recognition using spatiotemporal oriented energy of facial muscles.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Keep it accurate and diverse: Enhancing action recognition performance by ensemble learning.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Super-resolution: a comprehensive survey.
Mach. Vis. Appl., 2014

Improved Pulse Detection from Head Motions using DCT.
Proceedings of the VISAPP 2014, 2014

Constructing Facial Expression Log from Video Sequences using Face Quality Assessment.
Proceedings of the VISAPP 2014, 2014

Interfacing Assessment using Facial Expression Recognition.
Proceedings of the VISAPP 2014, 2014

Adaptive Non-local Means for Cost Aggregation in a Local Disparity Estimation Algorithm.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

RGB-D-T Based Face Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Stereoscopic roadside curb height measurement using V-disparity.
Proceedings of the Seventh International Conference on Machine Vision, 2014

Contactless measurement of muscles fatigue by tracking facial feature points in a video.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Multimodal person re-identification using RGB-D sensors and a transient identification database.
Proceedings of the 1st International Workshop on Biometrics and Forensics, 2013

Haar-like features for robust real-time face recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

Haar-like rectangular features for biometric recognition.
Proceedings of the International Conference on Biometrics, 2013

Are Haar-Like Rectangular Features for Biometric Recognition Reducible?
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Real-time acquisition of high quality face sequences from an active pan-tilt-zoom camera.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Fingertip's Speed Analysis for Touch Detection Using a Smart Phone.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

An RGB-D Database Using Microsoft's Kinect for Windows for Face Detection.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

2011
Extracting a Good Quality Frontal Face Image From a Low-Resolution Video Sequence.
IEEE Trans. Circuits Syst. Video Technol., 2011

Summarization of Surveillance Video Sequences Using Face Quality Assessment.
Int. J. Image Graph., 2011

2010
Face Log Generation for Super Resolution using Local Maxima in the Quality Curve.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Hybrid super resolution using refined face logs.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Finding and improving the key-frames of long video sequences for face recognition.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2008
A Neural Network Based Cascaded Classifier for Face Detection in Color Images with Complex Background.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Face Quality Assessment System in Video Sequences.
Proceedings of the Biometrics and Identity Management, First European Workshop, 2008


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