General Information

As the integration of signal processing and machine learning deepens, this interdisciplinary field is experiencing rapid advancements. The emergence of deep learning has significantly enhanced the automation and intelligence of signal analysis, achieving remarkable breakthroughs in domains such as audio processing, image recognition, and medical diagnostics. Simultaneously, multimodal data fusion and AI-driven signal analysis have emerged as critical trends. However, challenges such as limited model interpretability, robustness against noise and distributional shifts, and adaptability in resource-constrained environments remain pressing issues, necessitating further research and practical exploration.

To address these challenges and foster progress in the field, the 8th International Conference on Signal Processing and Machine Learning (SPML 2025) will be held in Hohhot, China during 15-17 July, 2025. It is co-organized by Inner Mongolia University, China and China University of Mining and Technology, China. SPML 2025 aims to provide a premier platform for global researchers, industry experts, and practitioners to exchange cutting-edge insights and explore future directions. The conference will focus on key topics such as audio and image processing, multimodal data fusion, and AI-driven signal analysis, while addressing critical bottlenecks and innovative solutions. Through high-level workshops, panel discussions, and keynote speeches, SPML 2025 will promote interdisciplinary collaboration and technological innovation, injecting fresh momentum into the field’s development and advancing the application of signal processing and machine learning across various industries.

 

随着信号处理与机器学习的深度融合,该领域正迎来蓬勃发展。深度学习技术的崛起显著提升了信号分析的自动化和智能化水平,在音频、图像、医疗等领域取得了突破性进展。同时,多模态数据融合和人工智能驱动的信号分析成为重要趋势。然而,当前仍面临模型解释性不足、对噪声和数据分布变化的鲁棒性较弱,以及资源受限场景中的应用适配性等挑战,亟需进一步研究与实践。

为推动该领域的发展,第八届信号处理与机器学习国际会议(SPML 2025)将于2025年7月15日至17日在中国呼和浩特的内蒙古大学举行,由内蒙古大学和中国矿业大学联合主办。SPML 2025致力于为全球研究人员、行业专家和从业者提供一个交流前沿成果和探讨未来方向的平台。会议将聚焦音频与图像处理、多模态数据融合、人工智能驱动的信号分析等热点议题,并深入探讨技术瓶颈和创新解决方案。通过高水平的研讨会、小组讨论和专家讲座,SPML 2025将推动跨学科合作与技术创新,为信号处理与机器学习领域的持续发展注入新动力,促进技术成果在各行业的实际应用与转化。
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Call for Tracks and Special Sessions


Interested participants in organizing a Track should submit the proposal to Ms. willow Wong (spml.contact@gmail.com) on or before June 5, 2025.

Track 1: Randomization-based Algorithms and Reservoir Computing

Track 2: Interpretable deep learning and neural networks

Track 3: Data Processing and Machine Learning in Intelligent Transportation Systems

Track 4: Advanced Visual Recognition and Analysis

Track 5: Intelligent media computing and new computing

Track 6: Intelligent Information Processing

Submission Deadline: Feb. 15, 2025 投稿
Notification Date: Mar. 15, 2025 通知
Registration Deadline: Apr. 15, 2025 注册
Conference Dates: July 15-17, 2025 开会

Please submit your full paper/abstract to us via the Electronic Submission System.

Fast Registration Channel (听众注册

Fast registration channel are opened for delegates.

Lastest News (More)

September 25, 2024 News! New two keynote speakers will  attend SPML 2024! (Click)

July 3, 2024 News! SPML 2024 was held successfully online and offline combination in Qingdao, China during July 12-14, 2024.

April 30, 2024 News! 7 tracks of SPML 2024 are calling for papers now!

February 29, 2024 News! SPML 2024 submission deadline extends to March 31.

December 12, 2023 News! The SPML 2023 proceedings has been indexed in EI compendex and Scopus!

SPML Publication

Each submission will be sent to be blind and peer reviewed by 2-3 reviewers. The reviewers will judge the paper based on the paper topic, coverage, innovation, integrality, literary presentation, technical depth and English expression. The revised papers should go through the second peer-reviewing and only the accepted papers will be published.

The accepted and registered papers can be published in the International Conference Proceedings.

 

Topics of Interests

SPML 2025 will feature a comprehensive technical program covering the latest research and innovation in Signal Processing and Machine Learning. The conference will bring together leading researchers, engineers and scientists in the domain of interest from around the world. Topics of interest for submission include, but are not limited to:

Computer Vision & Virtual Reality

Image Processing & Understanding

Image/Video Processing and Coding

Natural Language Processing

Machine learning methods

Learning and adaptive control

Learning/adaption of recognition and perception

Learning for Handwriting Recognition

Learning in Image Pre-Processing and Segmentation

Signal processing theory and methods

Adaptive Filtering & Signal Processing

Analog and Mixed Signal Processing

Array Signal Processing

Audio and Electroacoustics

Audio/Speech Processing and Coding

Bioimaging and Signal Processing

Biometrics & Authentification

Biosignal Processing & Understanding

Communication and Broadband Networks

Communication Signal processing

Data mining and knowledge discovey

Three-way decision models and analysis

Rough Set and Soft Computing

Granular Computing Theory and its Applications

Mining Images in Computer Vision

Mining Images and Texture

Mining Motion from Sequence

Neural Methods

Network Analysis and Intrusion Detection

Registration

All the authors need to complete the registration first in order for participation. Please choose the correct role to attend the conference and pay the registration fee accordingly.

hISTORY

SPML will be held annually as a leading platform for people working in the field Signal Processing and Machine Learning to communicate and exchange about their research results and the problems they have encountered during their research.

SPML 2024 Group Photo | July 12-14, Qingdao, China
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SPML 2023 Group Photo | July 14-16, Tianjin, China
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SPML 2021 Group Photo | August 18-20, Online Conference
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