University of Malaya

research

∙ 02/11/2022

ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning

Recent research that applies Transformer-based architectures to image ca...

Jia Huei Tan, et al. ∙

research

∙ 03/04/2019

COMIC: Towards A Compact Image Captioning Model with Attention

Recent works in image captioning have shown very promising raw performan...

Jia Huei Tan, et al. ∙

research

∙ 09/16/2019

Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

With the rapid development of deep neural networks (DNN), there emerges ...

Lixin Fan, et al. ∙

research

∙ 05/15/2022

Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN

Automatic food detection is an emerging topic of interest due to its wid...

Ghalib Ahmed, et al. ∙

research

∙ 10/07/2021

End-to-End Supermask Pruning: Learning to Prune Image Captioning Models

With the advancement of deep models, research work on image captioning h...

Jia Huei Tan, et al. ∙

research

∙ 10/28/2017

Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition

Text in curve orientation, despite being one of the common text orientat...

Chee Kheng Chng, et al. ∙

research

∙ 09/22/2017

Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data

In psychology, theory-driven researches are usually conducted with exten...

Xuefeng Liang, et al. ∙

research

∙ 11/20/2015

Crowd Behavior Analysis: A Review where Physics meets Biology

Although the traits emerged in a mass gathering are often non-deliberati...

Ven Jyn Kok, et al. ∙

research

∙ 06/28/2015

Deep-Plant: Plant Identification with convolutional neural networks

This paper studies convolutional neural networks (CNN) to learn unsuperv...

Sue Han Lee, et al. ∙

research

∙ 10/14/2014

Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding

Ambiguity or uncertainty is a pervasive element of many real world decis...

Chern Hong Lim, et al. ∙

research

∙ 08/20/2016

phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning

A picture is worth a thousand words. Not until recently, however, we not...

Ying Hua Tan, et al. ∙

research

∙ 06/09/2016

Spontaneous Subtle Expression Detection and Recognition based on Facial Strain

Optical strain is an extension of optical flow that is capable of quanti...

Sze-Teng Liong, et al. ∙

research

∙ 10/14/2014

Crowd Saliency Detection via Global Similarity Structure

It is common for CCTV operators to overlook inter- esting events taking ...

Mei Kuan Lim, et al. ∙

research

∙ 10/14/2014

Enhanced Random Forest with Image/Patch-Level Learning for Image Understanding

Image understanding is an important research domain in the computer visi...

Wai Lam Hoo, et al. ∙

research

∙ 10/14/2014

A Fusion Approach for Efficient Human Skin Detection

A reliable human skin detection method that is adaptable to different hu...

Wei Ren Tan, et al. ∙

research

∙ 10/14/2014

Zero-Shot Object Recognition System based on Topic Model

Object recognition systems usually require fully complete manually label...

Wai Lam Hoo, et al. ∙

research

∙ 02/24/2015

Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos

The text detection and localization is important for video analysis and ...

B. H. Shekar, et al. ∙

research

∙ 10/15/2014

Detection of Salient Regions in Crowded Scenes

The increasing number of cameras and a handful of human operators to mon...

Mei Kuan Lim, et al. ∙

research

∙ 10/14/2014

Refined Particle Swarm Intelligence Method for Abrupt Motion Tracking

Conventional tracking solutions are not feasible in handling abrupt moti...

Mei Kuan Lim, et al. ∙

research

∙ 12/24/2017

Comparative Opinion Mining: A Review

Opinion mining refers to the use of natural language processing, text an...

Kasturi Dewi Varathan, et al. ∙

research

∙ 05/04/2016

A Qualitative Comparison of MPSoC Mobile and Embedded Virtualization Techniques

Virtualization is generally adopted in server and desktop environments t...

Junaid Shuja, et al. ∙

research

∙ 08/28/2019

Image Captioning with Sparse Recurrent Neural Network

Recurrent Neural Network (RNN) has been deployed as the de facto model t...

Jia Huei Tan, et al. ∙

research

∙ 09/24/2019

Process migration-based computational offloading framework for IoT-supported mobile edge/cloud computing

Mobile devices have become an indispensable component of Internet of Thi...

Abdullah Yousafzai, et al. ∙

research

∙ 03/02/2021

Multi-label Classification via Adaptive Resonance Theory-based Clustering

This paper proposes a multi-label classification algorithm capable of co...

Naoki Masuyama, et al. ∙

research

∙ 06/21/2021

A Review of the Vision-based Approaches for Dietary Assessment

Dietary-related problems such as obesity are a growing concern in todays...

Ghalib Tahir, et al. ∙

research

∙ 07/21/2022

SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition

Scene text recognition is a challenging task due to the complex backgrou...

Dajian Zhong, et al. ∙

University of Malaya

Featured Researchers

Chee Seng Chan

Sze-Teng Liong

Mei Kuan Lim

Kam Woh Ng

Chu Kiong Loo

KokSheik Wong

Chee Kheng Chng

Jia Huei Tan

Joon Huang Chuah

Ying Hua Tan

Junaid Shuja

ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning

COMIC: Towards A Compact Image Captioning Model with Attention

Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks

Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN

End-to-End Supermask Pruning: Learning to Prune Image Captioning Models

Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition

Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data

Crowd Behavior Analysis: A Review where Physics meets Biology

Deep-Plant: Plant Identification with convolutional neural networks

Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding

phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning

Spontaneous Subtle Expression Detection and Recognition based on Facial Strain

Crowd Saliency Detection via Global Similarity Structure

Enhanced Random Forest with Image/Patch-Level Learning for Image Understanding

A Fusion Approach for Efficient Human Skin Detection

Zero-Shot Object Recognition System based on Topic Model

Discrete Wavelet Transform and Gradient Difference based approach for text localization in videos

Detection of Salient Regions in Crowded Scenes

Refined Particle Swarm Intelligence Method for Abrupt Motion Tracking

Comparative Opinion Mining: A Review

A Qualitative Comparison of MPSoC Mobile and Embedded Virtualization Techniques

Image Captioning with Sparse Recurrent Neural Network

Process migration-based computational offloading framework for IoT-supported mobile edge/cloud computing

Multi-label Classification via Adaptive Resonance Theory-based Clustering

A Review of the Vision-based Approaches for Dietary Assessment

SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition