Computer Vision, Pattern Recognition, Image Processing, and Graphics

.- A Lightweight System for Attention-based Night-time Traffic Accident Detection.

.- Blind Spot Aware and Speed-Sensitive Emergency Vehicle Detection Using YOLO and Faster R-CNN Synergy.

.- Explainable Parallel CNN Model with Dense-Squeeze and Excitation Blocks for Corn Leaf Disease Classification.

.- Attention-Based Multi-patch Hierarchical Network with Non-local Information for Smartphone Image Denoising.

.- Extractive Text Summarization using BERT with Weighted Pooling.

.- Weighted TimeSformer Multi-Region CNN Network for Personalized and Context-aware Activity Localization in Ambient Assisted Living.

.- Prediction of Direction-of-Arrival and Distance for Binaural Sound Sources Using a CRNN-Based Model.

.- Automated Georeferencing of Topographic Maps via OCR and In-Context Multimodal LLM Reasoning.

.- PinTags: A Visual Fiducial Marker System for Logistics.

.- Deep Learning Approach based Object Detection in Underwater SONAR Images.

.- PRISM: Progressive Regional Integration with Synergetic Multi-Attention Transformer for Single Image Super-Resolution.

.- UnTherISR: Unsupervised Approach for Thermal Image Super-Resolution.

.- MAMBA-TBPS: An Efficient Attribute-Relation-Sensitive Framework for Text-Based Person Search.

.- Boosting MobileNet Performance on Embedded Systems Using SE Modules.

.- ContextualVQA: An Efficient Ambient Assisted Monitoring framework Using Visual Question Answering.

.- A Human Vision Neuroscience-Driven Deep Neural Framework for Change Detection in Underwater Scenes.

.- Class-Agnostic Triple Attention Model Towards Optimization and Variable Rate Compression in Wildlife Camera Trap Images.

.- Device-generalized representations for acoustic scene classification.

.- Fake News Detection Using Cellular Automata And Deep Learning.

.- Demystifying Transformer: A Case Study on Graph-Based Interpretability and Attention Layer Dynamics.

.- A Quality-Guided Framework for Low-Light Underwater Image Enhancement Using Degradation Classification and Benchmark Evaluation.

.- Dual-modal Fusion Deep Learning Network for Traffic Targets Detection of Autonomous Vehicles.

.- Hybrid Deep Learning and Explainable AI Approach Towards Trustworthy EV Stock Predictions.

.- WaterIDViT: Open Water Body Extraction in High-resolution Remote Sensing Images Using Vision Transformers.

.- Vision-Based Underwater Docking Station Detection for Autonomous Underwater Vehicles.

.- Real-Time Combat Training Analytics: Skeleton-based Temporal Action Localization in Unstructured Video.

.- High-Precision Traffic Accident Detection Using YOLOv11 Model and Image Processing with Deep Learning Techniques.

.- Late-Fusion-Based Hybrid Deep Learning Architectures for Malware Detection.

.- AUSREGSE: Advanced Underwater Segmentation with ResNet50 with enhancement-guided Squeeze and Excitation Blocks.

.- Improvisation of Yolov4 Algorithm for Multiple Object Tracking Using Kalman Filtering Hungarian Method.

.- Saliency Guided Tile-Based Image Segmentation.

.- Deep Image Prior-Based Segmentation: A Study and proposal of Deeper U-Net.

.- Quantum Convolutional Neural Networks with Residual Learning: Advancing Quantum Model Architectures.

.- Enhancing LSTM-based Piano Music Generation with Self-Attention on the Lakh MIDI Dataset.