Real time action recognition from video footage

Real time action recognition from video footage

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Apon, Tasnim Sakib, Chowdhury, Mushfiqul Islam, Reza, MD Zubair, Datta, Arpita, Hasan, Syeda Tanjina
Awduron Eraill:	Department of Computer Science and Engineering, Brac University
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Deep Neural Network Deep learning Real Time Action Action Detection from Footage Crime Detection from Footage Surveillance action detection Deep Learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/14967

Eitemau Tebyg

Blockchain-based traffic surveillance footage authenticity detection system
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Optical flow based violence detection from video footage using hybrid MobileNet and Bi-LSTM
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Real-time foul detection in football matches using machine learning techniques
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Enhancing object clarity in single channel night vision images using deep reinforcement learning
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Cyhoeddwyd: (2021)

Automated intruder detection from image sequences using minimum volume sets
gan: Ahmed, Tarem, et al.
Cyhoeddwyd: (2016)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

A deep learning approach to integrate human-level understanding in a Chatbot
gan: Al Mamun, Amirul Islam, et al.
Cyhoeddwyd: (2021)

Smart surveillance system for identifying bikers without helmets using deep learning
gan: Hossain, MD. Iqbal, et al.
Cyhoeddwyd: (2020)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Damaged road detection using Image Processing and Deep Learning
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Cyhoeddwyd: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Efficient Spatio-temporal feature extraction for human action recognition
gan: Ghosh, Dipon Kumar
Cyhoeddwyd: (2022)

Analysis of deep learning models on low-light pest detection
gan: Irtiza, Md. Samin, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin cancer using image data
gan: Chowdhury, Yaser Al Rahman, et al.
Cyhoeddwyd: (2023)

Accessing the performance of GQAL in changing gender norms and behaviour
gan: Mahmud, Simeen, et al.
Cyhoeddwyd: (2013)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
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Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
gan: Mostafa, Tanzim, et al.
Cyhoeddwyd: (2022)

Demystifying black-box learning models of rumor detection from social media posts
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An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
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Cyhoeddwyd: (2024)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

All you need to know about action research /
gan: McNiff, Jean
Cyhoeddwyd: (2011)

Eve-teasing detection from video footage using computer vision and artificial intelligence
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Facial expression recognition: convolutional attentional masking network and ensemble approach
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Cyhoeddwyd: (2021)

Assisting the visually impaired people using image processing
gan: Rahman, Ferdousi, et al.
Cyhoeddwyd: (2018)

Bangla number plate recognition from noisy video footage using deep learning
gan: Chowdhury, Mahfuzur Rahman, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

Traffic sign recognition using deep learning
gan: Amir, Afia Binte, et al.
Cyhoeddwyd: (2020)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
gan: Datta, Anurag, et al.
Cyhoeddwyd: (2022)

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)

Deep learning-based real-time pothole detection for avoiding road accident
gan: Basher, Rafsan, et al.
Cyhoeddwyd: (2022)

You and your action research project /
gan: McNiff, Jean
Cyhoeddwyd: (2010)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
gan: Tasnim, Sadia, et al.
Cyhoeddwyd: (2023)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)