OOIR: Observatory of International Research

Papers

(The TQCC of Pattern Analysis and Applications is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)

Article	Citations
Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks	918
Automatic COVID-19 detection from X-ray images using ensemble learning with convolutional neural network	122
Deep learning-based effective fine-grained weather forecasting model	103
A novel framework for rapid diagnosis of COVID-19 on computed tomography scans	48
Multi-channel spectrograms for speech processing applications using deep learning methods	46
A new approach for generation of generalized basic probability assignment in the evidence theory	36
A new method of hybrid time window embedding with transformer-based traffic data classification in IoT-networked environment	33
Coronavirus disease 2019 (COVID-19): survival analysis using deep learning and Cox regression model	32
Neighborhood and center difference-based-LBP for face recognition	31
Assessing Facial Symmetry and Attractiveness using Augmented Reality	30
Approaches on crowd counting and density estimation: a review	29
Image matching based on the adaptive redundant keypoint elimination method in the SIFT algorithm	29
Retrieval of colour and texture images using local directional peak valley binary pattern	28
Explainable image classification with evidence counterfactual	26
Deep learning-based data augmentation method and signature verification system for offline handwritten signature	23
Improved quality assessment of colour surfaces for additive manufacturing based on image entropy	22
Medical imaging technique using curvelet transform and machine learning for the automated diagnosis of breast cancer from thermal image	21
An improved small object detection method based on Yolo V3	21
Dual image-based reversible fragile watermarking scheme for tamper detection and localization	19
Improved barnacles mating optimizer algorithm for feature selection and support vector machine optimization	19
Deep kernel learning in extreme learning machines	18
AWkS: adaptive, weighted k-means-based superpixels for improved saliency detection	17
Content-based image retrieval using feature weighting and C-means clustering in a multi-label classification framework	16
Spatio-temporal adversarial learning for detecting unseen falls	16
Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition	15

Recognition of overlapping elliptical objects in a binary image	15
RFCL: A new under-sampling method of reducing the degree of imbalance and overlap	15
Automatic estimation of clothing insulation rate and metabolic rate for dynamic thermal comfort assessment	14
CED-Net: context-aware ear detection network for unconstrained images	14
Simple and efficient pose-based gait recognition method for challenging environments	13
OCR error correction using correction patterns and self-organizing migrating algorithm	13
Quantum convolutional neural network for image classification	12
Improving the accuracy of pruned network using knowledge distillation	11
Visual attention-based deepfake video forgery detection	11
Robust and effective multiple copy-move forgeries detection and localization	10
Component-based face recognition using statistical pattern matching analysis	9
Forensic image analysis using inconsistent noise pattern	9
Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications	9
Classification among healthy, mild cognitive impairment and Alzheimer’s disease subjects based on wavelet entropy and relative beta and theta power	9
Automatic plagiarism detection in obfuscated text	9
An intelligent approach using boosted support vector machine based arithmetic optimization algorithm for accurate detection of plant leaf disease	9
Harnessing emotions for depression detection	9
HDG and HDGG: an extensible feature extraction descriptor for effective face and facial expressions recognition	9
Adjacent LBP and LTP based background modeling with mixed-mode learning for foreground detection	9
Chaotic sequence and opposition learning guided approach for data clustering	8
Maxmin distance sort heuristic-based initial centroid method of partitional clustering for big data mining	8
Seismicity analysis using space-time density peak clustering method	8
Eccentricity based kinship verification from facial images in the wild	8
Learning occlusion-aware view synthesis for light fields	8
Object-based hyperspectral image classification using a new latent block model based on hidden Markov random fields	8
Multi-view region-adaptive multi-temporal DMM and RGB action recognition	8
IM-c-means: a new clustering algorithm for clusters with skewed distributions	7
An efficient global representation constrained by Angular Triplet loss for vehicle re-identification	7
A Hermite polynomial algorithm for detection of lesions in lymphoma images	7
DroneRTEF:development of a novel adaptive framework for railroad track extraction in drone images	7
A hybrid reciprocal model of PCA and K-means with an innovative approach of considering sub-datasets for the improvement of K-means initialization and step-by-step labeling to create clusters with hig	7
Accurate quaternion radial harmonic Fourier moments for color image reconstruction and object recognition	7
Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification	7
Two-dimensional Subclass Discriminant Analysis for face recognition	7
Low-light enhancement based on an improved simplified Retinex model via fast illumination map refinement	6
Learning latent hash codes with discriminative structure preserving for cross-modal retrieval	6
Fuzzy kernel K-medoids clustering algorithm for uncertain data objects	6
Real-time one-shot learning gesture recognition based on lightweight 3D Inception-ResNet with separable convolutions	6
TRFH: towards real-time face detection and head pose estimation	6
An ensemble of fingerprint matching algorithms based on cylinder codes and mtriplets for latent fingerprint identification	6
Extraction and reconstruction of a beetle forewing cross-section point set and its curvature characteristics	6
Effectiveness of symmetric rejection for a secure and user convenient multistage biometric system	6
Extraction and prioritization of product attributes using an explainable neural network	6
TimeFly algorithm: a novel behavior-inspired movie recommendation paradigm	5
Face spoofing detection via ensemble of classifiers toward low-power devices	5
SL-Animals-DVS: event-driven sign language animals dataset	5
A score-based preprocessing technique for class imbalance problems	5
Face anti-spoofing by identity masking using random walk patterns and outlier detection	5
A convolutional oculomotor representation to model parkinsonian fixational patterns from magnified videos	5
BFCNet: a CNN for diagnosis of ductal carcinoma in breast from cytology images	5

Mutual neighborhood and modified majority voting based KNN classifier for multi-categories classification	5
Content authentication and tampering detection of Arabic text: an approach based on zero-watermarking and natural language processing	5
EEG-based emotion recognition with cascaded convolutional recurrent neural networks	4
Text classification based on the word subspace representation	4
Incremental one-class classifier based on convex–concave hull	4
Identification of winter road friction coefficient based on multi-task distillation attention network	4
Hybrid domain adaptation for sensor-based human activity recognition in a heterogeneous setup with feature commonalities	4
A novel fully parallel skeletonization algorithm	4
AFDL: a new adaptive fuzzy dictionary learning for medical image classification	4
Multiple circle detection in images: a simple evolutionary algorithm approach and a new benchmark of images	4
Depth and edge auxiliary learning for still image crowd density estimation	4
Earthquake pattern analysis using subsequence time series clustering	4
Infrared and visible image fusion using modified spatial frequency-based clustered dictionary	4
Second-order motion descriptors for efficient action recognition	4
A new feature selection using dynamic interaction	4
Vehicle object detection method based on candidate region aggregation	4
Deep neural networks for rank-consistent ordinal regression based on conditional probabilities	4
A multi-objective vibrating particle system algorithm for data clustering	4
Analysis of cancer in histological images: employing an approach based on genetic algorithm	4
A robust method for image stitching	4
fGAAM: A fast and resizable genetic algorithm with aggressive mutation for feature selection	4
Twin-image suppression in digital in-line holography based on wave-front filtering	4
Ternary tree-based structural twin support tensor machine for clustering	4
KAGO: an approximate adaptive grid-based outlier detection approach using kernel density estimate	4
Gestalt descriptions for deep image understanding	4
Facial action unit detection methodology with application in Brazilian sign language recognition	4
Analysing the patterns of spatial contrast discontinuities in natural images for robust edge detection	4
Automatic stress analysis from facial videos based on deep facial action units recognition	4
An approach to improve SSD through mask prediction of multi-scale feature maps	4