Sign language recognition – teach machine to talk to deaf people by Goh, Ting Jun

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Gait recognition by dynamic vision sensor and deep neural network by Ng, Noah Winston

“…Moreover, the deep learning approach, specifically the convolutional neural network has been proven successful in the image recognition task. The main objective of this project is to build and evaluate the performance of a gait recognition task by a Deep Neural Network (DNN) using event-based data collected from DVS. …”
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Spatial feature mapping for 6DoF object pose estimation by Mei, Jianhan, Jiang, Xudong, Ding, Henghui

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Incremental learning of object detectors using a visual shape alphabet by Opelt, A, Pinz, A, Zisserman, A

“…We address the problem of multiclass object detection. Our aims are to enable models for new categories to benefit from the detectors built previously for other categories, and for the complexity of the multiclass system to grow sublinearly with the number of categories. …”

Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors by Chen, Wenqiang, Cheng, Jiaxuan, Wang, Leyao, Zhao, Wei, Matusik, Wojciech

“…This paper presents Sensor2Text, a model proficient in tracking daily activities and engaging in conversations using wearable sensors. …”
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Sound event recognition in unstructured environments using spectrogram image processing by Dennis, Jonathan William

“…The objective of this research is to develop feature extraction and classification techniques for the task of sound event recognition (SER) in unstructured environments. …”
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Online OCR (optical character recognition) using NVIDIA Jetson platform by Joshua Kurniawan

“…This report documents the algorithm of Optical Character Recognition, to the purpose of detecting and recognizing the real-life text such as type word or scanned word. …”
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Optimization of human activity recognition in field hockey using machine learning / by Norazman Shahar, author 611754, Muhammad Amir As'ari, supervisor 346098, Tan, Tian Swee, 1978-, supervisor 483735, Fakulti Kejuruteraan Elektrik 540663

Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…These algorithms can be further applied to improving the generalization abilities of deep models for WiFi-based sensing and visual sensing including object recognition, object detection, sentiment segmentation and person re-identification.…”
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Automatic video assistant based on speech recognition and natural language processing by Zhou, Kaiyu

“…Initially, video audio is transcribed into text using a speech recognition model. Subsequently, a large language model, integrated with LangChain, is utilized for subsequent summarization and dialogue with text retrieval. …”
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Image-based social relation recognition using graph neural network by Gao, Jianjun

“…With the boom of social media, data like pictures, videos, and texts, become available and can be used for social relation recognition (SRR). …”
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Automatic face recognition for film character retrieval in feature-length films by Arandjelović, O, Zisserman, A

“…The objective of this work is to recognize all the frontal faces of a character in the closed world of a movie or situation comedy, given a small number of query faces. …”

Object detection under bad lighting condition for autonomous vehicles for rain images by Cai, Ziqiang

“…With the development of science and technology, target recognition has developed from the initial manual method to computer automatic recognition algorithm, which greatly improves the accuracy and efficiency of recognition. …”
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Fast ellipse detection via gradient information for robotic manipulation of cylindrical objects by Dong, Huixu, Sun, Guangbin, Pang, Wee-Ching, Asadi, Ehsan, Prasad, Dilip Kumar, Chen, I-Ming

“…Robotic manipulation of objects requires a fast recognition from image stream. …”
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Real-time human expression recognition using deep learning on embedded system / by Goh, Yen Chang, 1992-, author 614705

New feature level fusion scheme for non-cooperative multimodal biometrics recognition / by Nur Musfirah Mustafa Albakri, 1991-, author 644508

Real-time human expression recognition using deep learning on embedded system / by Goh, Yen Chang, 1992-, author 614705, Muhammad Mun'im Ahmad Zabidi, supervisor 348229, Fakulti Kejuruteraan Elektrik 540663

Malaysian automatic number plate recognition validation using connected components analysis / by Abbas Musa Hassan, 1981- , author, Usman Ullah Sheikh, supervisor, Fakulti Kejuruteraan Elektrik 540663

Malaysian automatic number plate recognition validation using connected components analysis / by Abbas Musa Hassan, 1981- , author, Usman Ullah Sheikh, supervisor, Fakulti Kejuruteraan Elektrik 540663

New feature level fusion scheme for non-cooperative multimodal biometrics recognition / by Nur Musfirah Mustafa Albakri, 1991-, author 644508, Hishammuddin Asmuni @ Hasmuni, supervisor 644509, Fakulti Komputeran 538688

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