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ICSIPA 2017: Kuching, Malaysia
- 2017 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2017, Kuching, Malaysia, September 12-14, 2017. IEEE 2017, ISBN 978-1-5090-5559-3
Keynotes
- Max A. Meju:
Keynote 1: Joint image reconstruction: Advances in structure-coupled multi-physics data inversion in environmental and energy industries. vii - Jocelyn Chanussot:
Keynote 2: Opportunities and challenges in hyperspectral remote sensing. viii - Laurent Heutte:
Keynote 3: Random forests for biomedical data classification. ix
Biomedical Signal Processing
- Mok Win Soon, Muhammad Ikmal Hanafi Anuar, Mohamad Hafizat Zainal Abidin, Ahmad Syukri Azaman, Norliza Mohd. Noor:
Speech recognition using facial sEMG. 1-5 - S. T. Lim, M. K. Ahmed, S. L. Lim:
Automatic classification of diabetic macular edema using a modified completed Local Binary Pattern (CLBP). 6-10 - Adrian Emiell U. Berbano, Hanz Niccole V. Pengson, Cedric Gerard V. Razon, Kristel Chloe G. Tungcul, Seigfred V. Prado:
Classification of stress into emotional, mental, physical and no stress using electroencephalogram signal analysis. 11-14 - Hadri Hussain, Chee-Ming Ting
, Fuad Numan
Analysis of ECG biosignal recognition for client identifiction. 15-20 - John Paul Franklyn E. Ocampo, John Angelo T. Dizon, Clarence Vinzcent I. Reyes, John Joseph C. Capitulo, Juncarl Kevin G. Tapang, Seigfred V. Prado:
Evaluation of muscle fatigue degree using surface electromyography and accelerometer signals in fall detection systems. 21-26
Image Analysis and Recognition 1
- Rija Hasan
Fruit maturity estimation based on fuzzy classification. 27-32 - V. Sowmya
Improved color scene classification system using deep belief networks and support vector machines. 33-38 - Kuen-Tsair Lay, Ming-Hao Zhou:
Perspective projection for decoding of QR codes posted on cylinders. 39-42 - Yie-Tarng Chen, Ting-Zhi Wang, Wen-Hsien Fang, Didik Purwanto:
Learning visual object and word association. 43-48 - Niloofar Ghasemi Roochi, Hassan Ghassemian, Fardin Mirzapour
Remote sensing images classification using moment features and attribute profiles. 49-54
Signal and Video Processing in Communication 1
- Zee Ang Sim
PAPR and BER reduction in MU-MIMO-OFDM systems via a set of waveforms. 55-60 - Jawad Ali Shah
Sparse signal reconstruction of compressively sampled signals using smoothed ℓ0-norm. 61-65 - Anthony Ngozichukwuka Uwaechia
New pilot allocation design schemes for sparse channel estimation in OFDM system. 66-71 - Edward Tamunoiyowuna Jaja, Ab Al-Hadi Ab Rahman, Zaid Bin Omar
Intra block prediction using first-second row non-directional samples in HEVC video coding. 72-77 - Mohd Zafri bin Baharuddin, Yuta Izumi, Josaphat Tetuko Sri Sumantyo, Sevket Demirci:
ISAR imaging using circularly polarized antennas in an anechoic chamber. 78-83
Biomedical Image Processing
- Li-Der Fang, Wen-Hsien Fang, Dau-Chyrh Chang, Yie-Tarng Chen:
Robust breast tumor detection via shrinkage covariance matrix estimation. 84-89 - Mohammad F. Jamaluddin, Mohammad Faizal Ahmad Fauzi
Tumor detection and whole slide classification of H&E lymph node images using convolutional neural network. 90-95 - Norhasmira Mohammad
Wavelet-based aortic annulus sizing of echocardiography images. 96-101 - Afiqah Abu Samah, Mohammad Faizal Ahmad Fauzi
Classification of benign and malignant tumors in histopathology images. 102-106
Image Localization and Modelling
- Muhammad Fadzly bin Abdul Malek, Patrick Sebastian, Micheal Drieberg:
Augmented reality assisted localization for indoor navigation on embedded computing platform. 111-116 - Adam Tan Mohd Amin
Modeling the Varian On-Board Imager (OBI): Cone-beam CT (CBCT) operating modes. 117-122 - Umma Hany, Lutfa Akter:
Performance of distance based and path loss based weighted centroid localization algorithms for video capsule endoscope. 123-128 - Omar Salem Baans, Asral Bahari Jambek:
Software profiling analysis for DNA microarray image processing algorithm. 129-132 - Michal Vagac
Extraction of geometric shape of repetitive elements with application to traceology. 133-138
Image Retrieval and Storage
- Mas Rina Mustaffa
Content-based fauna image retrieval system. 139-144 - Ali Taheri Anaraki, Usman Ullah Sheikh
An alphabetic contour-based descriptor for shape-based image retrieval. 145-148 - Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Nabeel Mohammed
Application of image retrieval for aesthetic evaluation and improvement suggestion of isolated Bangla handwritten characters. 149-154 - Yassine Lehiani, Madjid Maidi
Image invariant description based on local Fourier-Mellin transform. 159-163
Applied Signal Processing 1
- Ramani Kannan, Nur Izzati Abdul Samad, Mohd Fakhizan Romlie, Nursyarizal Mohd Nor
Design and execution of single input multiple output DC-DC converter. 164-169 - Tanvira Ismail
Development of speech corpora for Goalparia dialect and similar languages. 170-173 - Ahmed Kamil Hasan Al-Ali
Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions. 174-179 - Maisam Jalilian, Moslem Nouri, Arash Ahmadi
Pulse width modulation (PWM) signals using spiking neuronal networks. 180-184 - Arushi Mishra, Apurva Krishna, Deepa Madathil
An innovative and cost effective lower extremity blood circulation enhancer. 191-194
Image and Video Enhancement Techniques 1
- Shubhi Kansal
Trade-off between mean brightness and contrast in histogram equalization technique for image enhancement. 195-198 - Mohammad Khateri, Hassan Ghassemian:
A self-learning approach for pan-sharpening of multispectral images. 199-204 - Hirotaka Tanaka, Yuji Waizumi, Tadashi Kasezawa:
Retinex-based signal enhancement for image dark regions. 205-209 - V. Sowmya
Significance of contrast and structure features for an improved color image classification system. 210-215 - Stephen Khor Wen Hwooi, Aznul Qalid Md Sabri
Enhanced correlation coefficient as a refinement of image registration. 216-221 - Rostam Affendi Hamzah
Improvement of stereo corresponding algorithm based on sum of absolute differences and edge preserving filter. 222-225
Signal Extraction and Identification 1
- Hong Hui Tan, King Hann Lim
Radial effect in stochastic diagonal approximate greatest descent. 226-229 - Pu Chuan Hsian
Impulsive noise suppression for robust iterative timing recovery in non-Gaussian channels. 230-235 - Irfan Al-Hussaini
Object recognition and real-time spoken word recognition using two-fold dynamic time warping for autonomous arm manipulator. 236-240 - Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii
Efficient asymmetric co-tracking using uncertainty sampling. 241-246 - (Withdrawn) Mood assessment using human electromagnetic radiation. 251-256
Hardware for Signal Processing
- Faraz Bhatti, Thomas Greiner, Michael Heizmann, Mathias Ziebarth:
An extended architecture to optimize execution time of 3D image processing deflectometry algorithm using FPGA. 257-262 - Yeng Weng Leong, Ahmad Wafi Bin Mahmood Zuhdi, Hiroaki Seki, Khairul Salleh Bin Mohamed Sahari, Nur Tahirah Binti Razali:
Feasibility of proposed simplified circuit in utilizing LED for both lighting and sensing. 263-266 - Faruq Muhammad Foong
A low-cost vibration analyser for analogue electromagnetic shaker. 267-272 - Shahrukh Agha, Farman Ullah Jan, Dilshad Sabir, Khurram Saleem, Usman Ali Gulzari
Optimal motion estimation using reduced bits and its low power VLSI implementation. 273-278 - Riady Siswoyo Jo
Development of low-cost vision-based falling sphere viscometer. 279-283
Intelligent Signal Processing for Instrumentation Control and Automation
- Sabo Miya Hassan, Rosdiazli B. Ibrahim
Signal noise filter structure selection for predictive PI controller in a wireless networked control setting. 284-288 - Kishore Bingi
Fuzzy gain scheduled set-point weighted PID controller for unstable CSTR systems. 289-293 - ThasarathaRao Supramaniam, Rosdiazli Ibrahim
Development of WirelessHART adapter with industrial transmitter for process monitoring. 294-298 - E. Hasan, Rosdiazli Ibrahim
Real-time model predictive control for nonlinear gas pressure process plant. 299-303 - Tareq Aziz AL-Qutami, Rosdiazli Ibrahim
Hybrid neural network and regression tree ensemble pruned by simulated annealing for virtual flow metering application. 304-309
Neural Signal and Image Processing
- Syaimaa' Solehah Mohd Radzi, Vijanth Sagayan Asirvadam, Sarat Chandra Dass
Evaluation of simulated VEP signals on basis of Higuchi and Katz's algorithm. 310-314 - Raheel Zafar, Aamir Saeed Malik, Aliyu Nuhu Shuaibu, Muhammad Javvad ur Rehman
Multiple trials in event related fMRI for different conditions. 315-319 - Wei Chun Ung, Tong Boon Tang
Dynamic optimization of mental workload in fNIRS-BCI system for cognitive rehabilitation. 320-323 - Raheel Zafar, Aamir Saeed Malik, Aliyu Nuhu Shuaibu, Muhammad Javvad ur Rehman
Classification of fMRI data using support vector machine and convolutional neural network. 324-329 - Saidatina Aisyah Mohd Usak, Sukasih Sugiman, Nur Arina Shahirah Sha'ari, Mugunthan Kaneson, Haslaile Abdullah, Norliza Mohd. Noor, Chanakya Reddy Patti, Chamila Dissanayaka, Dean Cvetkovic:
EEG biomarker of Sleep Apnoea using discrete wavelet transform and approximate entropy. 330-334
Image and Video Enhancement Techniques 2
- Suhaila Sari, Y. Y. Chia, Mohd Norzali Haji Mohd
OKWW filter for poisson noise removal in low-light condition digital image. 335-340 - Koutaro Katayama, Keiji Shibata, Yuukou Horita:
Noise reduction and enhancement of contour for median nerve detection in ultrasonic image. 341-344 - Purva S. Patil, Bhumika A. Neole
Performance evaluation of a new local edge profile preservation based denoising algorithm. 345-350 - Irwandi Hipiny
Unsupervised segmentation of action segments in egocentric videos using gaze. 351-356
Scene Analysis and Object Detection 1
- Aliyu Nuhu Shuaibu, Aamir Saeed Malik, Ibrahima Faye:
Adaptive feature learning CNN for behavior recognition in crowd scene. 357-361 - Nitin Kumar, Maheep Singh
A study of training free salient object detection methods in presence of noise. 362-367 - Ryan Woei-Sheng Lim, Clarence Weihan Cheong, John See
On vehicle state tracking for long-term carpark video surveillance. 368-373 - Fereshteh Falah Chamasemani, Lilly Suriani Affendey, Norwati Mustapha, Fatimah Khalid
Speeded up surveillance video indexing and retrieval using abstraction. 374-378
Signal and Image Processing and Its Biometric Applications
- Mohd Faizal Mohd Hamzah, Omar Mohd. Rijal, Nurkhairany Amyra Mokhtar, Norliza Mohd. Noor:
Piecewise regression for determining Malaysian woman foot shape. 379-384 - M. Naeem Hussien, Mohd Haris Lye, Mohammad Faizal Ahmad Fauzi
Comparative analysis of eyes detection on face thermal images. 385-389 - Saleh Albelwi, Ausif Mahmood:
A deep architecture for face recognition based on multiple feature extraction techniques. 390-395 - Farhad Goodarzi, Fakhrul Zaman Rokhani
Mixed emotions in multi view face emotion recognition. 396-401
Signal Analysis and Object Detection 2
- Devang S. Pandya
Frame based approach for automatic event boundary detection of soccer video using optical flow. 402-406 - Mohd Norzali Haji Mohd
An optimized low computational algorithm for human fall detection from depth images based on Support Vector Machine classification. 407-412 - Ezmahamrul Afreen Awalludin
Modification of canny edge detection for coral reef components estimation distribution from underwater video transect. 413-418 - Thanawit Prasongpongchai, Thanarat H. Chalidabhongse
A vision-based method for the detection of missing rail fasteners. 419-424 - Mohamed A. El-Khoreby, Syed Abd. Rahman Abu-Bakar:
Vehicle detection and counting for complex weather conditions. 425-428
Signal Extraction and Identification 2
- Hassaan Haider, Jawad Ali Shah
Sparse signal recovery from compressed measurements using hybrid particle swarm optimization. 429-433 - Ahmed Kamil Hasan Al-Ali
Hybrid DWT and MFCC feature warping for noisy forensic speaker verification in room reverberation. 434-439 - Satendra Pal Singh, Gaurav Bhatnagar
A robust image hashing based on discrete wavelet transform. 440-444 - Archana Pritam Kale
Optimal feature subset selection for fuzzy extreme learning machine using genetic algorithm with multilevel parameter optimization. 445-450 - Hong Hui Tan, King Hann Lim
Stochastic diagonal approximate greatest descent in convolutional neural networks. 451-454 - Jie He, Da-Zheng Feng, Xiao-Jun Yang:
A modified direct data domain STAP approach based on cost function reconstruction. 455-458
Signal and Video Processing in Communication 2
- Chun Yeen Ho, Chee Yen Leow:
Cooperative non-orthogonal multiple access using two-way relay. 459-463 - Ashraf A. Eltholth
Convolutional constellation mapping technique for PAPR reduction in filter bank multi-carrier. 464-468 - Mohamed Shaafiee, Rajasvaran Logeswaran
Non-von-neumann heap for better streaming, capturing and storing of raw 8K video data. 469-473 - Hanif Bhuiyan
Retrieving YouTube video by sentiment analysis on user comment. 474-478 - Babar Sultan, Javed Ahmed, Abdul Jalil, Hamza Nazir, M. Safeer-Ul-Azeem Abbasi, Jawad Shah, Ahmad Ali, Haider Ali:
Translation and rotation invariant video stabilization for real time applications. 479-484
Deep Learning for Biomedical and Medical Applications
- Syed Jamal Safdar Gardezi
Mammogram classification using deep learning features. 485-488 - Muhammad Awais, Henning Müller
Classification of SD-OCT images using a Deep learning approach. 489-492 - Genevieve C. Y. Chan, Muhammad Awais, Syed A. A. Shah, Tong Boon Tang
Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images. 493-496 - Rahul Hooda, Sanjeev Sofat, Simranpreet Kaur, Ajay Mittal, Fabrice Mériaudeau:
Deep-learning: A potential method for tuberculosis detection using chest radiography. 497-502 - Roger Trullo, Caroline Petitjean, Dong Nie, Dinggang Shen, Su Ruan
Fully automated esophagus segmentation with a hierarchical deep learning approach. 503-506
Image Tracking and Analysis
- KangUn Jo, JungHyuk Im, Jingu Kim, Dae-Shik Kim:
A real-time multi-class multi-object tracker using YOLOv2. 507-511 - Arif Ahmed
Video synopsis generation using spatio-temporal groups. 512-517 - Shengda Luo, Alex Po Leung, Yong Liang:
A novel superpixel approach utilizing depth and temporal cues. 518-523 - Nihal Murali, Kunal Gupta, Surekha Bhanot:
Analysis of Q-learning on ANNs for robot control using live video feed. 524-529 - Silvia Joseph
Unsupervised classification of Intrusive igneous rock thin section images using edge detection and colour analysis. 530-534
Signal Processing in Health Informatics
- Shermon S. Mathulamuthu, Vijanth S. Asirvadam, Sarat C. Dass
Predicting dengue cases by aggregation of climate variable using manifold learning. 535-540 - Loshini Thiruchelvam, Vijanth S. Asirvadam, Sarat C. Dass
K-step ahead prediction models for dengue occurrences. 541-546 - Jarle Urdal, Kjersti Engan
Signal processing and classification for identification of clinically important parameters during neonatal resuscitation. 547-552 - Umma Hany, Lutfa Akter:
Accuracy of endoscopic capsule localization using position bounds on smoothed path loss based WCL. 553-558 - (Withdrawn) Physiological studies of human fatigue using human electromagnetic radiation. 559-562
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